ConferenceIEEE International Conference on Communications · January 1, 2024
Orthogonal Time Frequency Space (OTFS) is a framework for communications and active sensing that processes signals in the delay-Doppler (DD) domain. It is informed by 6G propagation environments, where Doppler spreads measured in kHz make it more and more ...
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ConferenceIEEE Vehicular Technology Conference · January 1, 2024
As the development of 6G technologies progresses, there is a focused effort by international bodies and regulatory agencies to enhance worldwide connectivity, paying special attention to the needs of high-mobility users and networks, such as Mobile Ad-Hoc ...
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Conference2023 IEEE Information Theory Workshop Itw 2023 · January 1, 2023
Binary Chirp (BC) codebooks consist of N(log2N + 3)/2 lines in CN, equivalent up to overall phase rotations. Exploiting the underlying algebraic structure, the BCs allow suboptimal decoders with complexity N(logN)2, based on autocorrelations between the re ...
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Conference2023 12th International Symposium on Topics in Coding Istc 2023 · January 1, 2023
Low-density parity-check (LDPC) codes are specified by graphs, and are the error correction technique of choice in many communications and data storage contexts. Message passing decoders diffuse information carried by parity bits into the payload, and this ...
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ConferenceProceedings IEEE Global Communications Conference Globecom · January 1, 2023
Binary chirps (BCs) are exponentiated 2nd-order Reed-Muller codes, which have interesting geometric and algebraic features, one of which is the close connection to the diagonal part of the Clifford group, which is the 2nd level of the Clifford hierarchy. W ...
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ConferenceIEEE Wireless Communications and Networking Conference Wcnc · January 1, 2022
We consider autocorrelation-based low-complexity decoders for identifying Binary Chirp codewords from noisy signals in N = 2m dimensions. The underlying algebraic structure enables dimensionality reduction from N complex to m binary di- mensions, which can ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · January 1, 2022
The challenge of quantum computing is to combine error resilience with universal computation. There are many finite sets of gates that are universal, and a standard choice is to augment the set of Clifford gates by a non-Clifford unitary such as the T gate ...
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ConferenceIEEE International Conference on Communications · January 1, 2022
The pivotal storage density win achieved by solid-state devices over magnetic devices in 2015 is a result of multiple innovations in physics, architecture, and signal processing. One of the most important innovations in that regard is enabling the storage ...
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Conference2022 IEEE Conference on Communications and Network Security CNS 2022 · January 1, 2022
Physical layer key generation (PLKG) has emerged as a promising strategy for securing wireless communication using shared channel knowledge between two legitimate users. Traditional PLKG systems rely on time-frequency domain channels using metrics such as ...
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ConferenceProceedings IEEE Military Communications Conference MILCOM · January 1, 2022
Orthogonal Time Frequency Space (OTFS) modulation has been introduced to manage channel induced high Doppler shifts in mobile communication networks. In an OTFS system, the information carrying symbols are placed in the data frames in the delay-Doppler (DD ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · July 12, 2021
Physical platforms such as trapped ions suffer from coherent noise that does not follow a simple stochastic model. We view coherent errors as rotations about a particular axis, and observe that since they can accumulate coherently over time, they can be mo ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · July 12, 2021
Spatially-coupled (SC) codes, known for their threshold saturation phenomenon and low-latency windowed decoding algorithms, are ideal for streaming applications and data storage systems. SC codes are constructed by partitioning an underlying block code, fo ...
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ConferenceIEEE National Radar Conference Proceedings · May 7, 2021
We use a knowledge-aided, data-driven, location-aware approach based on the RFView simulation software to model and estimate the effect of ground clutter in airborne radars. Using the RFView simulator, we produce many samples of potential clutter effects a ...
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ConferenceIEEE Transactions on Information Theory · June 1, 2020
Line codes make it possible to mitigate interference, to prevent short pulses, and to generate streams of bipolar signals with no direct-current (DC) power content through balancing. They find application in magnetic recording (MR) devices, in Flash device ...
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ConferenceProceedings 50th Annual IEEE IFIP International Conference on Dependable Systems and Networks Dsn 2020 · June 1, 2020
Racetrack memory is a promising new non-volatile memory technology, especially because of the density of its 3D implementation. However, for 3D racetrack to reach its potential, certain reliability issues must be overcome. Prior work used per-track encodin ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · June 1, 2020
Flash memory devices are winning the competition for storage density against magnetic recording devices. This outcome results from advances in physics that allow storage of more than one bit per cell, coupled with advances in signal processing that reduce ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · June 1, 2020
We consider codebooks of Complex Grassmannian Lines consisting of Binary Subspace Chirps (BSSCs) in N =2m dimensions. BSSCs are generalizations of Binary Chirps (BCs), their entries are either fourth-roots of unity, or zero. BSSCs consist of a B ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · June 1, 2020
The continuous rise of the blockchain technology is moving various information systems towards decentralization. Blockchain-based decentralized storage networks (DSNs) offer significantly higher privacy and lower costs to customers compared with centralize ...
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Conference2019 57th Annual Allerton Conference on Communication Control and Computing Allerton 2019 · September 1, 2019
In data storage and data transmission, certain patterns are more likely to be subject to error when written (transmitted) onto the media. In magnetic recording systems with binary data and bipolar non-return-to-zero signaling, patterns that have insufficie ...
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Conference2019 IEEE Information Theory Workshop Itw 2019 · August 1, 2019
Line codes make it possible to mitigate interference, to prevent short pulses, and to generate streams of bipolar signals with no direct-current (DC) power content through balancing. They find application in magnetic recording (MR) devices, in Flash device ...
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Conference2019 IEEE Information Theory Workshop Itw 2019 · August 1, 2019
In order to meet the demands of data-hungry applications, data storage devices are required to be increasingly denser. Various sources of error appear with this increase in density. Multi-dimensional (MD) graph-based codes are capable of mitigating error s ...
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Conference2019 IEEE Information Theory Workshop Itw 2019 · August 1, 2019
Motivated by problems in machine-type wireless communications, we consider codebooks of complex Grassmannian lines in N = 2m dimensions. Binary Chirp (BC) codebooks of prior art are expanded to codebooks of Binary Subspace Chirps (BSSCs), where ...
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ConferenceProceedings 49th Annual IEEE IFIP International Conference on Dependable Systems and Networks Dsn 2019 · June 1, 2019
Racetrack memory is an exciting emerging memory technology with the potential to offer far greater capacity and performance than other non-volatile memories. Racetrack memory has an unusual error model, though, which precludes the use of the typical error ...
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ConferenceICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings · May 1, 2019
We investigate random projections in the context of randomly projected linear discriminant analysis (LDA). We consider the case in which the data of dimension p is randomly projected onto a lower dimensional space before being fed to the classifier. Using ...
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ConferenceAdvances in Neural Information Processing Systems · January 1, 2019
Motivated by Fisher divergence, in this paper we present a new set of information quantities which we refer to as gradient information. These measures serve as surrogates for classical information measures such as those based on logarithmic loss, Kullback- ...
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ConferenceProceedings IEEE Global Communications Conference Globecom · January 1, 2019
In order to accommodate the ever-growing data from various, possibly independent, sources and the dynamic nature of data usage rates in practical applications, modern cloud data storage systems are required to be scalable, flexible, and heterogeneous. Code ...
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ConferenceNaacl Hlt 2019 2019 Conference of the North American Chapter of the Association for Computational Linguistics Human Language Technologies Proceedings of the Conference · January 1, 2019
Deep-learning-based models have been successfully applied to the problem of detecting fake news on social media. While the correlations among news articles have been shown to be effective cues for online news analysis, existing deep-learning-based methods ...
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ConferenceEuropean Signal Processing Conference · November 29, 2018
Autoencoders are popular among neural-network-based matrix completion models due to their ability to retrieve potential latent factors from the partially observed matrices. Nevertheless, when training data is scarce their performance is significantly degra ...
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ConferenceICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings · September 10, 2018
Diagnosis of melanoma is fraught with uncertainty, and discordance rates among physicians remain high because of the lack of a definitive criterion. Motivated by this challenge, this paper first introduces the Patch Weyl transform (PWT), a 2-dimensional va ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · August 15, 2018
We study the network-wide neighbour discovery problem in wireless networks in which each node in a network must discovery the network interface addresses (NIAs) of its neighbour. We work within the rapid on-off division duplex framework proposed by Guo and ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · August 15, 2018
In multi-user wireless packet networks interference is the throughput bottleneck. Users become aware of the interference pattern via feedback and use this information for contention resolution and for packet retransmission. We consider networks with spatia ...
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Conference2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings · March 7, 2018
We construct extremely sparse, near-equiangular tight frames which share the same row space as certain incomplete Delsarte-Goethals frames. Frames combining these properties have application in full duplex communication in ad-hoc wireless networks. We high ...
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ConferenceProceedings 35th IEEE International Conference on Computer Design Iccd 2017 · November 22, 2017
In this paper, we introduce Jenga, a new scheme for protecting 3D DRAM, specifically high bandwidth memory (HBM), from failures in bits, rows, banks, channels, dies, and TSVs. By providing redundancy at the granularity of a cache block rather than across b ...
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ConferenceIEEE MTT S International Microwave Symposium Digest · October 4, 2017
Due to the increased demand for data rate, flexibility, and reliability of 5G cellular systems, new modulation formats need to be considered. A recently proposed scheme, Orthogonal Time Frequency Space (OTFS), offers various advantages in particular in env ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · August 9, 2017
A locally repairable code with availability has the property that every code symbol can be recovered from multiple, disjoint subsets of other symbols of small size. In particular, a code symbol is said to have (r, t)-availability if it can be recovered fro ...
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ConferenceIEEE International Conference on Communications · July 28, 2017
In this paper, a multi-scale approach to spectrum sensing in cognitive cellular networks is proposed. In order to overcome the huge cost incurred in the acquisition of full network state information, a hierarchical scheme is proposed, based on which local ...
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ConferenceConference Record of 51st Asilomar Conference on Signals Systems and Computers Acssc 2017 · July 2, 2017
In this paper, a multi-scale approach to spectrum sensing and information exchange in millimeter wave cognitive cellular networks is proposed. In order to overcome the huge energy cost of acquiring full network state information on the occupancy of each ce ...
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ConferenceICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings · June 16, 2017
In backscatter communications, ultra-low power devices signal by modulating the reflection of radio frequency signals emitted from an external source. Unlike conventional one-way communication, the backscatter channel experiences unique self-interference a ...
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ConferenceIEEE Wireless Communications and Networking Conference Wcnc · May 10, 2017
A new two-dimensional modulation technique called Orthogonal Time Frequency Space (OTFS) modulation designed in the delay-Doppler domain is introduced. Through this design, which exploits full diversity over time and frequency, OTFS coupled with equalizati ...
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ConferenceIEEE Transactions on Signal Processing · November 15, 2016
This paper studies the classification of high-dimensional Gaussian signals from low-dimensional noisy, linear measurements. In particular, it provides upper bounds (sufficient conditions) on the number of measurements required to drive the probability of m ...
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ConferenceIEEE Transactions on Information Theory · November 1, 2016
This paper offers a characterization of fundamental limits on the classification and reconstruction of high-dimensional signals from low-dimensional features, in the presence of side information. We consider a scenario where a decoder has access both to li ...
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Conference2016 IEEE Information Theory Workshop Itw 2016 · October 21, 2016
Recently, sequences of error-correcting codes with doubly-transitive permutation groups were shown to achieve capacity on erasure channels under symbol-wise maximum a posteriori (MAP) decoding. From this, it follows that Reed-Muller and primitive narrow-se ...
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ConferenceProceedings 46th Annual IEEE IFIP International Conference on Dependable Systems and Networks Dsn 2016 · September 29, 2016
Motivated by embedded systems and datacenters that require long-life components, we extend the lifetime of Flash memory using rewriting codes that allow for multiple writes to a page before it needs to be erased. Although researchers have previously explor ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · August 10, 2016
The quantum erasure channel is the simplest example of a quantum communication channel and its information capacity is known precisely. The subclass of quantum error-correcting codes called stabilizer codes is known to contain capacity-achieving sequences ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · August 10, 2016
An information-theoretic framework is presented for estimating the number of labeled samples needed to train a classifier in a parametric Bayesian setting. Ideas from rate-distortion theory are used to derive bounds for the average L1 or L∞ ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · August 10, 2016
Fast fading wireless networks with delayed knowledge of the channel state information have received significant attention in recent years. An exception is networks where channels are spatially correlated. This paper characterizes the capacity region of two ...
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ConferenceICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings · May 18, 2016
We develop a general framework for compressive linear-projection measurements with side information. Side information is an additional signal correlated with the signal of interest. We investigate the impact of side information on classification and signal ...
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Conference2015 53rd Annual Allerton Conference on Communication Control and Computing Allerton 2015 · April 4, 2016
Guesswork is the position at which a random string drawn from a given probability distribution appears in the list of strings ordered from the most likely to the least likely. We define the tilt operation on probability distributions and show that it param ...
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Conference2015 53rd Annual Allerton Conference on Communication Control and Computing Allerton 2015 · April 4, 2016
We study the impact of delayed channel state information at the transmitters (CSIT) in two-unicast wireless networks with a layered topology and arbitrary connectivity. We introduce a technique to obtain outer bounds to the degrees-of-freedom (DoF) region ...
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ConferenceConference Record Asilomar Conference on Signals Systems and Computers · February 26, 2016
We study the problem of making a distributed storage system information-theoretically secure against a passive eavesdropper, and aim to characterize coding schemes that are universally secure for up to a given number of eavesdropped nodes. Specifically, we ...
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ConferenceProceedings of SPIE the International Society for Optical Engineering · January 1, 2016
We propose deterministic sampling strategies for compressive imaging based on Delsarte-Goethals frames. We show that these sampling strategies result in multi-scale measurements which can be related to the 2D Haar wavelet transform. We demonstrate the effe ...
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ConferenceIEEE International Workshop on Machine Learning for Signal Processing Mlsp · November 10, 2015
An information-theoretic framework is presented for bounding the number of samples needed for supervised learning in a parametric Bayesian setting. This framework is inspired by an analogy with rate-distortion theory, which characterizes tradeoffs in the l ...
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ConferenceACM International Conference Proceeding Series · October 5, 2015
We integrate coding techniques and layout design to elimi- nate write-disturb in phase change memories (PCMs), while enhancing lifetime and host-visible capacity. We first pro- pose a checkerboard confguration for cell layout to elimi- nate write-disturb w ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · September 28, 2015
This paper offers a characterization of performance limits for classification and reconstruction of high-dimensional signals from noisy compressive measurements, in the presence of side information. We assume the signal of interest and the side information ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · September 28, 2015
The coherence time of a wireless channel is often smaller than the delay with which channel state information is available at transmitters. In this paper, we aim to find the most important subset of the channel state information that transmitters need to l ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · September 28, 2015
This paper studies the performance associated with the classification of linear subspaces corrupted by noise with a mismatched classifier. In particular, we consider a problem where the classifier observes a noisy signal, the signal distribution conditione ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · September 28, 2015
Guesswork forms the mathematical framework for quantifying computational security subject to brute-force determination by query. In this paper, we consider guesswork subject to a per-symbol Shannon entropy budget. We introduce inscrutability rate as the as ...
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ConferenceIEEE International Symposium on Information Theory Proceedings · September 28, 2015
We consider linear cyclic codes with the locality property, or locally recoverable codes (LRC codes). A family of LRC codes that generalizes the classical construction of Reed-Solomon codes was constructed in a recent paper by I. Tamo and A. Barg (IEEE Tra ...
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ConferenceICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings · August 4, 2015
High dimensional data is modeled using low-rank subspaces, and the probability of misclassification is expressed in terms of the principal angles between subspaces. The form taken by this expression motivates the design of a new feature extraction method t ...
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ConferenceICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings · August 4, 2015
A novel multi-scale dictionary based Bayesian reconstruction algorithm is proposed for compressive X-ray imaging, which encodes the material's spectrum by Poisson measurements. Inspired by recently developed compressive X-ray imaging systems [1], this work ...
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ConferenceICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings · August 4, 2015
This paper introduces a new ESPRIT-based algorithm to estimate the direction-of-arrival of an arbitrary degree polynomial-phase signal with a single acoustic vector-sensor. The proposed time-invariant ESPRIT algorithm is based on a matrix-pencil pair deriv ...
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ConferenceICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings · August 4, 2015
The Poisson Factor Analysis (PFA) is applied to recover signals from a Poisson compressive sensing system. Motivated by the recently developed compressive X-ray imaging system, Coded Aperture Coherent Scatter Spectral Imaging (CACSSI) [1], we propose a new ...
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ConferenceConference Record Asilomar Conference on Signals Systems and Computers · April 24, 2015
Linear, time-varying (LTV) systems are operators composed of time shifts, frequency shifts, and complex amplitude scalings that act on continuous finite-energy waveforms. This paper builds upon a novel, resource-efficient method previously proposed by the ...
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ConferenceProceedings of the IEEE International Conference on Computer Vision · February 17, 2015
Many recent efforts have been devoted to designing sophisticated deep learning structures, obtaining revolutionary results on benchmark datasets. The success of these deep learning methods mostly relies on an enormous volume of labeled training samples to ...
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ConferenceAdvances in Neural Information Processing Systems · January 1, 2015
This paper proposes a framework for learning features that are robust to data variation, which is particularly important when only a limited number of training samples are available. The framework makes it possible to tradeoff the discriminative value of l ...
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ConferenceProceedings IEEE Global Communications Conference Globecom · January 1, 2015
In this paper, a multiscale approach to spectrum sensing in cognitive cellular networks is analyzed. Observing that wireless interference decays with distance, and that estimating the entire spectrum occupancy across the network entails substantial energy ...
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Conference · January 1, 2015
Compressed sensing was introduced some ten years ago as an effective way of acquiring signals, which possess a sparse or nearly sparse representation in a suitable basis or dictionary. Due to its solid mathematical backgrounds, it quickly attracted the att ...
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Conference · January 1, 2015
This chapter introduces Shannon-inspired performance limits associated with the classification of low-dimensional subspaces embedded in a high-dimensional ambient space from compressive and noisy measurements. In particular, it introduces the diversity-dis ...
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Conference3rd International Conference on Learning Representations Iclr 2015 Workshop Track Proceedings · January 1, 2015
The Weyl transform is introduced as a rich framework for data representation. Transform coefficients are connected to the Walsh-Hadamard transform of multiscale autocorrelations, and different forms of dyadic periodicity in a signal are shown to appear as ...
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Conference31st International Conference on Machine Learning Icml 2014 · January 1, 2014
We investigate design of general nonlinear functions for mapping high-dimensional data into a lower-dimensional (compressive) space. The nonlinear measurements are assumed contaminated by additive Gaussian noise. Depending on the application, we are either ...
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ConferenceJournal of Machine Learning Research · January 1, 2014
This paper studies conditions for high-dimensional inference when the set of observations is given by a linear combination of a small number of groups of columns of a design matrix, termed the "block-sparse" case. In this regard, it first specifies conditi ...
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Conference2013 IEEE 5TH INTERNATIONAL WORKSHOP ON COMPUTATIONAL ADVANCES IN MULTI-SENSOR ADAPTIVE PROCESSING (CAMSAP 2013) · January 1, 2013Link to itemCite
Conference2013 IEEE 5TH INTERNATIONAL WORKSHOP ON COMPUTATIONAL ADVANCES IN MULTI-SENSOR ADAPTIVE PROCESSING (CAMSAP 2013) · January 1, 2013Link to itemCite
Conference43rd Annual Allerton Conference on Communication Control and Computing 2005 · January 1, 2005
In this paper we consider encoder and decoder design for codes achieving perfect secrecy on the wiretap channel. We consider the special case of a noiseless main channel and binary erasure channel (BEC) as the wiretapper's channel and show that it is possi ...
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Conference43rd Annual Allerton Conference on Communication Control and Computing 2005 · January 1, 2005
We present a family of Space-Time codes for the noncoherent MIMO channel. These space-time codes are strongly related to standard binary fist order Reed-Muller codes. In particular, their decoder can be built from several parallel decoders of first order R ...
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Conference43rd Annual Allerton Conference on Communication Control and Computing 2005 · January 1, 2005
Diversity-embedded codes for fading channels are high-rate codes that are de-signed so that they have a high-diversity code embedded within them [3, 4]. This is equivalent to coding the data into two streams such that the high-priority stream has higher re ...
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ConferenceIEEE Vehicular Technology Conference · January 1, 2005
We 1 present a novel full-rate full-diversity orthogonal space-time block code for QPSK modulation and 4 transmit antennas based on quaternionic algebra. The code does not result in constellation expansion unlike other fullrate full-diversity codes in the ...
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ConferenceIEEE Vehicular Technology Conference · January 1, 2005
Rate and diversity impose a fundamental tradeoff in space-time coding. High-rate space-time codes come at a cost of lower diversity, and high reliability (diversity) implies a lower rate. In [2], [3], we 1 proposed a different point of view where we design ...
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Conference1998 Information Theory Workshop Itw 1998 · January 1, 1998
We introduce space-block codzng, a new paradigm for transmission over Rayleigh fading channels using multiple transmit antennas. Data is encoded using a space-block code and the encoded data is split into n streams which are simultaneously transmitted usin ...
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ConferenceLecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · January 1, 1993
In the last 10 years the invention of trellis coded modulation has revolutionized communication over bandlimited channels and is starting to be used in magnetic storage. Part of the reason is that sophisticated signal processing systems involving finite st ...
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ConferenceLecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · January 1, 1993
The Kerdock and extended Preparata codes are something of an enigma in coding theory since they are both Hamming-distance invariant and have weight enumerators that are MacWilliams duals just as if they were dual linear codes. In this paper, we explain, by ...
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ConferenceConference Record Asilomar Conference on Signals Systems and Computers · January 1, 1992
In the digital implementations of maximumlikelihood detectors based upon the Viterbi algorithm, bounds on the values of path metric differences are important parameters, and various techniques have been proposed for computing such bounds. This paper addres ...
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ConferenceLecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · January 1, 1991
There has been a great deal of recent interest in the covering radius of binary codes. We shall describe how good covering codes can be used to make high speed data transmission more reliable. ...
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