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51st ACSSC 2017: Pacific Grove, CA, USA
- Michael B. Matthews:
51st Asilomar Conference on Signals, Systems, and Computers, ACSSC 2017, Pacific Grove, CA, USA, October 29 - November 1, 2017. IEEE 2017, ISBN 978-1-5386-1823-3
MAb-1: Securing Crowded and Open Networks: Physical-Layer Security in 5G (Invited)
- Rafael F. Schaefer
, Gayan Amarasuriya, H. Vincent Poor:
Physical layer security in massive MIMO systems. 3-8 - Christian T. Zenger, Mario Pietersz, Andreas Rex, Jeremy Brauer, Falk-Peter Dressler, Christian Baiker, Daniel Theis, Christof Paar:
Implementing a real-time capable WPLS testbed for independent performance and security analyses. 9-13 - Pin-Hsun Lin, Carsten Rudolf Janda, Eduard A. Jorswieck, Rafael F. Schaefer
:
Stealthy keyless secret key generation from degraded sources. 14-18
MAb-2: Dirty-RF for Multi-User Massive-MIMO (Invited)
- Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey
, Christoph Studer:
On out-of-band emissions of quantized precoding in massive MU-MIMO-OFDM. 21-26 - Daniel Verenzuela, Emil Björnson
, Michail Matthaiou
:
Per-antenna hardware optimization and mixed resolution ADCs in uplink massive MIMO. 27-31 - Inbar Fijalkow, A. Lee Swindlehurst
:
Predistortion techniques for vector perturbation precoding of one-bit massive-MIMO. 32-36 - Dalin Zhu, Robert W. Heath Jr.
:
Directional timing synchronization in wideband millimeter wave cellular systems with low-resolution ADCs. 37-41
MAb-3: Graph Signal Processing (Invited)
- Luc Le Magoarou, Nicolas Tremblay, Rémi Gribonval:
Analyzing the approximation error of the fast graph Fourier transform. 45-49 - Vincent Gripon:
Tropical graph signal processing. 50-54 - Aamir Anis, David B. H. Tay, Antonio Ortega:
Tree-structured filter banks for M-block cyclic graphs. 55-59 - Andreas Loukas, Elvin Isufi, Nathanaël Perraudin:
Predicting the evolution of stationary graph signals. 60-64
MAb-4: Nonconvex Optimization (Invited)
MAb-5: Theory for Next Generation Radar Systems (Invited)
- Andrew Herschfelt, Daniel W. Bliss:
Joint radar-communications waveform multiple access and synthetic aperture radar receiver. 69-74 - Yonggang Wu, Qian He, Jianbin Hu, Rick S. Blum
:
Demonstrating significant passive radar performance increase through using known communication signal format. 75-79 - Ahmed Al Hilli
, Athina P. Petropulu:
MIMO radar using sparse sensing: A weighted sparse Bayesian learning (WSBL) approach. 80-84 - Haroon Raja, Waheed U. Bajwa, Fauzia Ahmad:
Through-the-wall radar imaging using a distributed Quasi-Newton method. 85-89
MAb-6: Signal Processing-Enhanced Biomedical Instrumentation
- Sile Hu, Qiaosheng Zhang, Jing Wang, Zhe Chen:
A real-time rodent neural interface for deciphering acute pain signals from neuronal ensemble spike activity. 93-97 - Yamin Arefeen, Philip Taffet, Daniel Zdeblick, Jorge Quintero, Greg Harper, Behnaam Aazhang, Joseph R. Cavallaro
, Mehdi Razavi:
Real-time, data-driven system to learn parameters for multisite pacemaker beat detection. 98-102 - Sarah Hooper, Erik Biegert, Marissa Levy, Justin Pensock, Luke van der Spoel, Xiaoran Zhang, Tianyi Zhang, Nitin Tandon, Behnaam Aazhang:
On developing an FPGA based system for real time seizure prediction. 103-107 - Donald L. Hall, Matthew I. McTaggart, William K. Jenkins:
Use of adaptive filtering for improved performance in digital stethoscopes. 108-112
MAb-7: Dynamically Scheduled High-Level Synthesis (Invited)
- Jordi Cortadella, Jordi Petit:
A hierarchical mathematical model for automatic pipelining and allocation using elastic systems. 115-120 - Lana Josipovic
, Philip Brisk
, Paolo Ienne:
From C to elastic circuits. 121-125 - Junyi Liu, John Wickerson
, Samuel Bayliss, George A. Constantinides:
Run fast when you can: Loop pipelining with uncertain and non-uniform memory dependencies. 126-130 - Steve Dai, Gai Liu, Ritchie Zhao, Zhiru Zhang
:
Enabling adaptive loop pipelining in high-level synthesis. 131-135
MAb-8: Detection, Classification, and Tracking
- Eric J. Ruzomberka, Gary H. Whipple, Catherine M. Keller, R. Bruce MacLeod:
Automatic modulation classification via symbolic representations of complex time series data. 139-143 - Mark Heimbach, Kamak Ebadi
, Sally L. Wood:
Resolving occlusion ambiguity by combining Kalman tracking with feature tracking for image sequences. 144-147 - Kyle S. Hickmann, Jeffrey D. Hyman, Gowri Srinivasan:
Efficient and robust classification of seismic data using nonlinear support vector machines. 148-155 - Ambaw B. Ambaw, Milos Doroslovacki:
Feature based order recognition of continuous-phase FSK using principal component analysis. 156-160 - Shuilian Xie, Mahdi Imani
, Edward R. Dougherty, Ulisses M. Braga-Neto:
Nonstationary linear discriminant analysis. 161-165 - Roozbeh Dehghannasiri, Mohammad Shahrokh Esfahani, Xiaoning Qian, Edward R. Dougherty:
Bayesian Kalman filtering in the presence of unknown noise statistics using factor graphs. 166-170
MAb-8: Video and Image Processing
- Pavel Arnaudov, Tokunbo Ogunfunmi
:
Adaptive search pattern for fast motion estimation in HD video. 173-177 - Robert H. Christiansen, Jerry Hsu, Marcos Gonzalez, Sally L. Wood:
Monocular vehicle distance sensor using HOG and Kalman tracking. 178-182 - Yantao Lu, Senem Velipasalar:
Human activity classification from wearable devices with cameras. 183-187 - Allen Rush, Sally L. Wood:
Bayer feature map approximations through spatial pyramid convolution. 188-192 - James Glenn-Anderson:
Photometric warp-based SFSR with application to infrared image processing. 193-199 - Ishan Jindal
, Matthew S. Nokleby:
Fast and compact Kronecker-structured dictionary learning for classification and representation. 200-204 - Victor E. DeBrunner, Jigar Patel:
Automatic fog detection in day and night images to improve highway driving conditions. 205-208 - Omid Haji Maghsoudi
, Annie Vahedipour Tabrizi, Benjamin Robertson, Andrew Spence:
Superpixels based marker tracking vs. hue thresholding in rodent biomechanics application. 209-213
MAb-8: Multimedia Processing Systems
- Farhan A. Alenizi, Fadi J. Kurdahi, Ahmed M. Eltawil
:
3D mesh robust watermarking technique for ownership protection. 217-222 - John McKay, Raghu G. Raj, Vishal Monga:
Fast stochastic hierarchical Bayesian map for tomographic imaging. 223-227 - Wentian Zhou, Xin Li, Daryl S. Reynolds:
Nonlinear image interpolation via deep neural network. 228-232 - Balu Santhanam, Thalanayar S. Santhanam, Satish Mandai:
On the effects of windowing on the discretization of the fractional Fourier transform. 233-237 - Yusuf Said Eroglu, Yavuz Yapici, Ismail Güvenç:
Effect of random vertical orientation for mobile users in visible light communication. 238-242 - Iain Murphy, Tyler Norlund, Vivek K. Pallipuram:
A best-features based digital rotoscope. 243-247 - Kenneth John Faller, Jason Riddley, Elijah Grubbs:
Automatic blind source separation of speech sources in an auditory scene. 248-250
MPa-1: Network Inference (Invited)
- Farhad Shirani
, Siddharth Garg, Elza Erkip:
Seeded graph matching: Efficient algorithms and theoretical guarantees. 253-257 - Ramin Soltani
, Dennis Goeckel, Don Towsley
, Amir Houmansadr:
Towards provably invisible network flow fingerprints. 258-262 - Yingxang Yang, Jalal Etesami, Negar Kiyavash:
Efficient neighborhood selection for walk summable Gaussian graphical models. 263-267
MPa-2: Massive MIMO: Vision and Reality (Invited)
- Cheng-Ming Chen, Andrea P. Guevara
, Sofie Pollin
:
Scaling up distributed massive MIMO: Why and how. 271-276 - Amine Mezghani, A. Lee Swindlehurst
:
mmWave massive MIMO with simple RF and appropriate DSP. 277-284 - Christopher Mollen, Ulf Gustavsson
, Thomas Eriksson
, Erik G. Larsson:
Analysis of nonlinear low-noise amplifiers in massive MIMO base stations. 285-289
MPa-3: Distributed Methods for Large-scale Optimization (Invited)
- Amrit Singh Bedi, Alec Koppel, Ketan Rajawat:
Beyond consensus and synchrony in decentralized online optimization using saddle point method. 293-297 - Mark Eisen, Aryan Mokhtari, Alejandro Ribeiro
:
A primal-dual Quasi-Newton method for consensus optimization. 298-302
MPa-4: Low-dimensional Models for Big Data (Invited)
- Qiuwei Li, Gongguo Tang:
Convex and nonconvex geometries of symmetric tensor factorization. 305-309
MPa-5: Mathematics of Super-Resolution (Invited)
- Albert Fannjiang:
Information and resolution. 313-317 - Maxime Ferreira Da Costa
, Wei Dai:
Sampling patterns for off-the-grid spectral estimation. 318-322 - Zhihui Zhu, Dehui Yang, Michael B. Wakin, Gongguo Tang:
A super-resolution algorithm for multiband signal identification. 323-327
MPa-6: Identification and Control of Neural Dynamics (Invited)
- Zhe Chen, Shizhao Liu, Jose Iriarte-Diaz, Nicholas G. Hatsopoulos, Callum F. Ross
, Kazutaka Takahashi
:
Latent variable models for uncovering motor cortical ensemble dynamics. 331-335 - Kyle Q. Lepage, Sujith Vijayan:
System identification for sleep-mediated, stimulation-enhanced memory consolidation. 336-343 - Sina Khanmohammadi
, Terranee T. Kummer, ShiNung Ching:
Identifying Disruptions in Intrinsic Brain Dynamics due to Severe Brain Injury. 344-348
MPa-7: Machine Learning for Information Retrieval, Speech, and Image Processing (Invited)
- Manas Deb, Tokunbo Ogunfunmi
:
Using information theoretic learning techniques to train neural networks. 351-355 - Miao Jiang, Ziyi Yang, Chen Zhao:
What to play next? A RNN-based music recommendation system. 356-358 - Kirk Iserman, Yuhong Liu:
Personalized preference elicitation in recommender systems using matrix factorization. 359-363
MPa-8: Large-Scale Data
- Maya Kabkab:
The case for spatial pooling in deep convolutional sparse coding. 367-371 - Filip Elvander
, Johan Sward, Andreas Jakobsson
:
Grid-less estimation of saturated signals. 372-376 - Hanwei Wu, Markus Flierl
:
Transform-based compression for quadratic similarity queries. 377-381 - Lauren N. Crider, Douglas Cochran:
Geometric description and characterization of time series signals. 382-386 - Emre Arslan, Ulisses M. Braga-Neto:
Bayesian top scoring pairs for feature selection. 387-391 - Pawan Setlur, Tariq R. Qureshi, Muralidhar Rangaswamy:
Random and localized random projections for radar: Statistical and performance analysis. 392-397 - Minchul Kim, Heecheol Yang, Jungwoo Lee
:
Cache-aided private information retrieval. 398-402
MPa-8: Message Passing and Matrix Factorization Algorithms
- Alexandru Mara, Alexander Jung
:
Recovery conditions and sampling strategies for network Lasso. 405-409 - Evan Byrne, Rémi Gribonval, Philip Schniter:
Sketched clustering via hybrid approximate message passing. 410-414 - Christos George Bampis, Cristian Rusu, Hazem M. Hajj, Alan C. Bovik:
Robust matrix factorization for collaborative filtering in recommender systems. 415-419 - Sirisha Rambhatla, Xingguo Li, Jarvis D. Haupt:
Target-based hyperspectral demixing via generalized robust PCA. 420-424 - Ying Liu, Dimitris A. Pados, Stella N. Batalama, Michael J. Medley:
Iterative re-weighted L1-norm principal-component analysis. 425-429 - Dror Baron
, Anna Ma, Deanna Needell, Cynthia Rush
, Tina Woolf:
Conditional approximate message passing with side information. 430-434 - Maher Al-Shoukairi, Bhaskar D. Rao:
A GAMP based algorithm with hierarchical priors for recovering non-negative sparse signals. 435-439 - Alekhya Lakkadi, Linda S. DeBrunner:
Radix-4 modular pipeline fast Fourier transform algorithm. 440-444
MPa-8: Computer Arithmetic II
- Gabriel Gallin, Arnaud Tisserand:
Hyper-threaded multiplier for HECC. 447-451 - Christoph Quirin Lauter:
An efficient software implementation of correctly rounded operations extending FMA: A + b + c and a × b + c × d. 452-456 - Linda S. DeBrunner, Dewey Williams, Christopher Riker:
Truncated multiply-and-accumulate units for FIR filter implementation with reduced coefficient length. 457-461 - Chance Tarver, Joseph R. Cavallaro
:
Digital predistortion with low-precision ADCs. 462-465 - Erik Bertilsson, Oscar Gustafsson
, Johannes Klasson, Erik G. Larsson:
Computation limited matrix inversion using Neumann series expansion for massive MIMO. 466-469
MPa-8: Computer Architecture II
- Christopher L. Felton, Barry K. Gilbert, Clifton R. Haider:
A comparison of efficient first stage decimation filters for continuous time delta sigma modulators. 473-477 - Sayed Ahmad Salehi, Marc D. Riedel
, Keshab K. Parhi
:
Molecular computation of complex Markov chains with self-loop state transitions. 478-483 - Sandhya Koteshwara, Chris H. Kim, Keshab K. Parhi
:
Functional encryption of integrated circuits by key-based hybrid obfuscation. 484-488 - Tuomo Hänninen, Muhammad Saad Saud, Hamid Yadegar Amin, Markku J. Juntti
:
MIMO detector implementations using high-level synthesis tools from different generations. 489-493 - Endri Bezati, Simone Casale Brunet, Marco Mattavelli:
Execution trace graph based interface synthesis of signal processing dataflow programs for heterogeneous MPSoCs. 494-498 - Xusong Wang, Shailesh Chaudhari
, Mihir Laghate, Danijela Cabric:
Wideband spectrum sensing measurement results using tunable front-end and FPGA implementation. 499-503 - Simone Casale Brunet, Endri Bezati, Aurelien Bloch
, Marco Mattavelli:
Profiling of dynamic dataflow programs on MPSoC multi-core architectures. 504-508
MPb-1: DNA Storage (Invited)
- Clayton Schoeny, Frederic Sala, Lara Dolecek:
Novel combinatorial coding results for DNA sequencing and data storage. 511-515
MPb-2: Cloud and Fog-Assisted 5G (Invited)
- Hao Feng, Jaime Llorca
, Antonia M. Tulino
, Andreas F. Molisch:
Impact of channel state information on wireless computing network control. 519-525 - Wei-Ting Chang, Ravi Tandon, Osvaldo Simeone:
Cache-aided content delivery in fog-RAN systems with topological information and no CSI. 526-530 - Ya-Feng Liu, Wei Yu:
Wireless multicast for cloud radio access network with heterogeneous backhaul. 531-535 - Mehrdad Kiamari, Chenwei Wang, Amir Salman Avestimehr:
Coding for edge-facilitated wireless distributed computing with heterogeneous users. 536-540
MPb-3: Dynamic Control in Wireless Networks (Invited)
- Pranav Sakulkar, Bhaskar Krishnamachari:
Contextual combinatorial bandits in wireless distributed computing. 543-547 - Lorenzo Ferrari, Anna Scaglione
:
Active spectrum sensing with sequential sub-Nyquist sampling. 548-552 - Chang-Shen Lee, Nicolò Michelusi
, Gesualdo Scutari:
Topology-agnostic average consensus in sensor networks with limited data rate. 553-557
MPb-4: High-dimensional Estimation: Theory and Algorithms (Invited)
MPb-5: Waveform and Array Optimization for Multistatic/MIMO Radar (Invited)
- Ehsan Tohidi, Hamid Behroozi, Geert Leus
:
Antenna and pulse selection for colocated MIMO radar. 563-567 - Junhui Qian, Marco Lops, Le Zheng, Xiaodong Wang:
Joint design for co-existence of MIMO radar and MIMO communication system. 568-572 - Omar Aldayel
, Tiantong Guo, Vishal Monga, Muralidhar Rangaswamy:
Adaptive sequential refinement: A tractable approach for ambiguity function shaping in cognitive radar. 573-577 - Tuomas Aittomäki, Visa Koivunen:
MIMO radar beampattern optimization with ripple control using sum-of-squares representation. 578-583
MPb-6: Statistical Signal Processing and Learning in Neuroscience (Invited)
- Daniel R. Kepple, Hamza Giaffar, Dima Rinberg, Alexei A. Koulakov:
Primacy coding in dual olfactory networks. 587-592 - Cengiz Pehlevan
, Alexander Genkin, Dmitri B. Chklovskii:
A clustering neural network model of insect olfaction. 593-600
MPb-7: Testbed-Based 5G Research (Invited)
- Steffen Malkowsky, Liang Liu
, Viktor Öwall, Ove Edfors
:
Building and operating a real-time massive MIMO testbed - lessons learned. 603-607 - Florian Kaltenberger, Xiwen Jiang, Raymond Knopp:
From massive MIMO to C-RAN: The OpenAirInterface 5G testbed. 608-612 - Gerhard P. Fettweis, Emil Matús:
Scalable 5G MPSoC architecture. 613-618
TAa-1: Interface of Communications and Control (Invited)
- Ehsan Shafieepoorfard, Maxim Raginsky:
Rationally inattentive Markov decision processes over a finite horizon. 621-627
TAa-2: Video Delivery Over Wireless Caching Networks: Theory and Practice (Invited)
- Karthikeyan Shanmugam
, Alexandros G. Dimakis, Jaime Llorca
, Antonia M. Tulino
:
A unified Ruzsa-Szemerédi framework for finite-length coded caching. 631-635 - Hooshang Ghasemi, Aditya Ramamoorthy:
Algorithms for asynchronous coded caching. 636-640 - Kai Wan, Daniela Tuninetti
, Mingyue Ji, Pablo Piantanida:
State-of-the-art in cache-aided combination networks. 641-645 - Shirin Saeedi Bidokhti, Michèle A. Wigger, Aylin Yener, Abbas El Gamal:
State-adaptive coded caching for symmetric broadcast channels. 646-650
TAa-3: Smart Networked Infrastructure (Invited)
- Mohammed A. Abdelghany, Hamed Mohsenian Rad, Mahnoosh Alizadeh:
Wholesale electricity pricing in the presence of geographical load balancing. 653-658 - Pan Li, Baosen Zhang:
Distribution system voltage control under uncertainties. 659-663 - Tianyi Chen, Yanning Shen
, Qing Ling, Georgios B. Giannakis
:
Online learning for "thing-adaptive" Fog Computing in IoT. 664-668
TAa-4: Structured and Covariance Matrix Recovery (Invited)
- Armin Eftekhari, Michael B. Wakin, Ping Li, Paul G. Constantine, Rachel A. Ward
:
Learning the second-moment matrix of a smooth function from point samples. 671-675 - Gautam Dasarathy
, Parikshit Shah, Richard G. Baraniuk:
Sketched covariance testing: A compression-statistics tradeoff. 676-680 - Heng Qiao, Piya Pal:
Performance limits of covariance-driven super resolution imaging. 681-685 - Haoyu Fu, Yuejie Chi
:
Compressive spectrum estimation using quantized measurements. 686-690
TA-5: Tensor Methods (Invited)
- Kejun Huang, Nicholas D. Sidiropoulos
:
Kullback-Leibler principal component for tensors is not NP-hard. 693-697