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ORCIDIEEE Journal of Selected Topics in Signal Processing, Volume 13
Volume 13, Number 1, March 2019
- Sharon Gannot
, Martin Haardt, Walter Kellermann, Peter Willett:
Introduction to the Issue on Acoustic Source Localization and Tracking in Dynamic Real-Life Scenes. 3-7 - Soumitro Chakrabarty, Emanuël A. P. Habets:
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained With Noise Signals. 8-21 - Lauréline Perotin, Romain Serizel, Emmanuel Vincent, Alexandre Guérin:
CRNN-Based Multiple DoA Estimation Using Acoustic Intensity Features for Ambisonics Recordings. 22-33 - Sharath Adavanne, Archontis Politis, Joonas Nikunen, Tuomas Virtanen:
Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks. 34-48 - Kay L. Gemba, Santosh Nannuru, Peter Gerstoft:
Robust Ocean Acoustic Localization With Sparse Bayesian Learning. 49-60 - Andreas Brendel, Walter Kellermann:
Distributed Source Localization in Acoustic Sensor Networks Using the Coherent-to-Diffuse Power Ratio. 61-75 - Ruifang Wang, Zhe Chen, Fuliang Yin:
Speaker Tracking Based on Distributed Particle Filter and Iterative Covariance Intersection in Distributed Microphone Networks. 76-87 - Xiaofei Li, Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud:
Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environments. 88-103 - Roee Diamant, Dror Kipnis, Eyal Bigal, Aviad P. Scheinin, Dan Tchernov, Adi Pinchasi:
An Active Acoustic Track-Before-Detect Approach for Finding Underwater Mobile Targets. 104-119 - Dajun Sun, Jie Ding, Cuie Zheng, Weimin Huang:
An Underwater Acoustic Positioning Algorithm for Compact Arrays With Arbitrary Configuration. 120-130 - Lior Madmoni, Boaz Rafaely:
Direction of Arrival Estimation for Reverberant Speech Based on Enhanced Decomposition of the Direct Sound. 131-142 - Tao Long, Jingdong Chen, Gongping Huang, Jacob Benesty, Israel Cohen:
Acoustic Source Localization Based on Geometric Projection in Reverberant and Noisy Environments. 143-155 - Weiliang Zuo, Jingmin Xin, Hiromitsu Ohmori, Nanning Zheng, Akira Sano:
Subspace-Based Algorithms for Localization and Tracking of Multiple Near-Field Sources. 156-171 - Shoichi Koyama, Laurent Daudet:
Sparse Representation of a Spatial Sound Field in a Reverberant Environment. 172-184 - Remi Emmetiere, Julien Bonnel, Xavier Cristol, Marie Gehant, Thierry Chonavel:
Passive Source Depth Discrimination in Deep-Water. 185-197
Volume 13, Number 2, May 2019
- Hendrik Purwins, Bob L. Sturm, Bo Li, Juhan Nam, Abeer Alwan:
Introduction to the Issue on Data Science: Machine Learning for Audio Signal Processing. 203-205 - Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, Tara N. Sainath:
Deep Learning for Audio Signal Processing. 206-219 - Eric Bavu, Aro Ramamonjy, Hadrien Pujol, Alexandre Garcia:
TimeScaleNet: A Multiresolution Approach for Raw Audio Recognition Using Learnable Biquadratic IIR Filters and Residual Networks of Depthwise-Separable One-Dimensional Atrous Convolutions. 220-235 - Amir Hossein Poorjam, Max A. Little, Jesper Rindom Jensen, Mads Græsbøll Christensen:
Quality Control in Remote Speech Data Collection. 236-243 - Purvi Agrawal, Sriram Ganapathy:
Modulation Filter Learning Using Deep Variational Networks for Robust Speech Recognition. 244-253 - Amir Ivry, Baruch Berdugo, Israel Cohen:
Voice Activity Detection for Transient Noisy Environment Based on Diffusion Nets. 254-264 - Ido Ariav, Israel Cohen:
An End-to-End Multimodal Voice Activity Detection Using WaveNet Encoder and Residual Networks. 265-274 - Stavros Ntalampiras, Ilyas Potamitis:
A Statistical Inference Framework for Understanding Music-Related Brain Activity. 275-284 - Taejun Kim, Jongpil Lee, Juhan Nam:
Comparison and Analysis of SampleCNN Architectures for Audio Classification. 285-297 - Anshul Thakur, Padmanabhan Rajan:
Deep Archetypal Analysis Based Intermediate Matching Kernel for Bioacoustic Classification. 298-309 - Fabio Vesperini, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini:
Polyphonic Sound Event Detection by Using Capsule Neural Networks. 310-322 - Jorge Oliveira, Francesco Renna, Miguel T. Coimbra:
A Subject-Driven Unsupervised Hidden Semi-Markov Model and Gaussian Mixture Model for Heart Sound Segmentation. 323-331 - Sean U. N. Wood, Jean Rouat:
Unsupervised Low Latency Speech Enhancement With RT-GCC-NMF. 332-346 - Sefik Emre Eskimez, Kazuhito Koishida, Zhiyao Duan:
Adversarial Training for Speech Super-Resolution. 347-358 - Yang Sun, Yang Xian, Wenwu Wang, Syed Mohsen Naqvi:
Monaural Source Separation in Complex Domain With Long Short-Term Memory Neural Network. 359-369 - Jonathan Le Roux, Gordon Wichern, Shinji Watanabe, Andy M. Sarroff, John R. Hershey:
Phasebook and Friends: Leveraging Discrete Representations for Source Separation. 370-382
Volume 13, Number 3, June 2019
- Yuanwei Liu, Zhiguo Ding, Naofal Al-Dhahir, Robert Schober, Octavia A. Dobre, George K. Karagiannidis, Pingzhi Fan:
Introduction to the Issue on Signal Processing Advances for Non-Orthogonal Multiple Access in Next Generation Wireless Networks. 388-391 - Yuan Wu, Li Ping Qian, Kejie Ni, Cheng Zhang, Xuemin Shen:
Delay-Minimization Nonorthogonal Multiple Access Enabled Multi-User Mobile Edge Computation Offloading. 392-407 - Shahram Shahsavari, Farhad Shirani, Elza Erkip:
A General Framework for Temporal Fair User Scheduling in NOMA Systems. 408-422 - Fangyu Cui, Zhijin Qin, Yunlong Cai, Minjian Zhao, Geoffrey Ye Li:
Rethinking Outage Constraints for Resource Management in NOMA Networks. 423-435 - Lin Xiang, Derrick Wing Kwan Ng, Xiaohu Ge, Zhiguo Ding, Vincent W. S. Wong, Robert Schober:
Cache-Aided Non-Orthogonal Multiple Access: The Two-User Case. 436-451 - Jie Tang, Jingci Luo, Mingqian Liu, Daniel K. C. So, Emad Alsusa, Gaojie Chen, Kai-Kit Wong, Jonathon A. Chambers:
Energy Efficiency Optimization for NOMA With SWIPT. 452-466 - Xiangming Wen, Huiwen Zhang, Haijun Zhang, Fang Fang:
Interference Pricing Resource Allocation and User-Subchannel Matching for NOMA Hierarchy Fog Networks. 467-479 - Haiyong Zeng, Xu Zhu, Yufei Jiang, Zhongxiang Wei, Tong Wang:
A Green Coordinated Multi-Cell NOMA System With Fuzzy Logic Based Multi-Criterion User Mode Selection and Resource Allocation. 480-495 - Hoang Duong Tuan, Ali Arshad Nasir, Ha H. Nguyen, Trung Quang Duong, H. Vincent Poor:
Non-Orthogonal Multiple Access With Improper Gaussian Signaling. 496-507 - Chiyang Xiao, Jie Zeng, Wei Ni, Ren Ping Liu, Xin Su, Jing Wang:
Delay Guarantee and Effective Capacity of Downlink NOMA Fading Channels. 508-523 - Nikolaos Nomikos, Themistoklis Charalambous, Demosthenes Vouyioukas, George K. Karagiannidis, Risto Wichman:
Hybrid NOMA/OMA With Buffer-Aided Relay Selection in Cooperative Networks. 524-537 - Rundong Jia, Xiaoming Chen, Caijun Zhong, Derrick Wing Kwan Ng, Hai Lin, Zhaoyang Zhang:
Design of Non-Orthogonal Beamspace Multiple Access for Cellular Internet-of-Things. 538-552 - Daosen Zhai, Ruonan Zhang, Lin Cai, F. Richard Yu:
Delay Minimization for Massive Internet of Things With Non-Orthogonal Multiple Access. 553-566 - Zhiqiang Wei, Derrick Wing Kwan Ng, Jinhong Yuan:
NOMA for Hybrid mmWave Communication Systems With Beamwidth Control. 567-583 - Dian Fan, Feifei Gao, Gongpu Wang, Zhangdui Zhong, Arumugam Nallanathan:
Channel Estimation and Transmission Strategy for Hybrid mmWave NOMA Systems. 584-596 - Kamil Senel, Hei Victor Cheng, Emil Björnson, Erik G. Larsson:
What Role can NOMA Play in Massive MIMO? 597-611 - Dhanushka Kudathanthirige, Gayan Amarasuriya Aruma Baduge:
NOMA-Aided Multicell Downlink Massive MIMO. 612-627 - Nadisanka Rupasinghe, Yavuz Yapici, Ismail Güvenç, Monisha Ghosh, Yuichi Kakishima:
Angle Feedback for NOMA Transmission in mmWave Drone Networks. 628-643 - Weidong Mei, Rui Zhang:
Uplink Cooperative NOMA for Cellular-Connected UAV. 644-656 - Zhi Lin, Min Lin, Jun-Bo Wang, Tomaso de Cola, Jiangzhou Wang:
Joint Beamforming and Power Allocation for Satellite-Terrestrial Integrated Networks With Non-Orthogonal Multiple Access. 657-670 - Hui-Ming Wang, Xu Zhang, Qian Yang, Theodoros A. Tsiftsis:
Secure Users Oriented Downlink MISO NOMA. 671-684 - Ming Zeng, Nam-Phong Nguyen, Octavia A. Dobre, H. Vincent Poor:
Securing Downlink Massive MIMO-NOMA Networks With Artificial Noise. 685-699 - Zhongwu Xiang, Weiwei Yang, Gaofeng Pan, Yueming Cai, Yi Song:
Physical Layer Security in Cognitive Radio Inspired NOMA Network. 700-714 - Qiang Li, Miaowen Wen, Ertugrul Basar, H. Vincent Poor, Fangjiong Chen:
Spatial Modulation-Aided Cooperative NOMA: Performance Analysis and Comparative Study. 715-728 - Ping Yang, Yue Xiao, Ming Xiao, Zheng Ma:
NOMA-Aided Precoded Spatial Modulation for Downlink MIMO Transmissions. 729-738 - Jue Wang, Zhaoyang Zhang, Lajos Hanzo:
Joint Active User Detection and Channel Estimation in Massive Access Systems Exploiting Reed-Muller Sequences. 739-752 - Jincheng Dai, Kai Niu, Jiaru Lin:
Iterative Gaussian-Approximated Message Passing Receiver for MIMO-SCMA System. 753-765 - Boya Di, Lingyang Song, Yonghui Li, Geoffrey Ye Li:
TCM-NOMA: Joint Multi-User Codeword Design and Detection in Trellis-Coded Modulation-Based NOMA for Beyond 5G. 766-780
Volume 13, Number 4, August 2019
- Shinji Watanabe, Shoko Araki, Michiel Bacchiani, Reinhold Haeb-Umbach, Michael L. Seltzer:
Introduction to the Issue on Far-Field Speech Processing in the Era of Deep Learning: Speech Enhancement, Separation, and Recognition. 785-786 - Soumitro Chakrabarty, Emanuël A. P. Habets:
Time-Frequency Masking Based Online Multi-Channel Speech Enhancement With Convolutional Recurrent Neural Networks. 787-799 - Katerina Zmolíková, Marc Delcroix, Keisuke Kinoshita, Tsubasa Ochiai, Tomohiro Nakatani, Lukás Burget, Jan Cernocký:
SpeakerBeam: Speaker Aware Neural Network for Target Speaker Extraction in Speech Mixtures. 800-814 - Lukas Drude, Reinhold Haeb-Umbach:
Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation. 815-826 - Lei Sun, Jun Du, Tian Gao, Yi Fang, Feng Ma, Chin-Hui Lee:
A Speaker-Dependent Approach to Separation of Far-Field Multi-Talker Microphone Array Speech for Front-End Processing in the CHiME-5 Challenge. 827-840 - Isidoros Rodomagoulakis, Petros Maragos:
Improved Frequency Modulation Features for Multichannel Distant Speech Recognition. 841-849 - Valentin Andrei, Horia Cucu, Corneliu Burileanu:
Overlapped Speech Detection and Competing Speaker Counting--Humans Versus Deep Learning. 850-862 - Igor Szöke, Miroslav Skácel, Ladislav Mosner, Jakub Paliesek, Jan Honza Cernocký:
Building and Evaluation of a Real Room Impulse Response Dataset. 863-876
Volume 13, Number 5, September 2019
- Feifei Gao, Zhi Tian, Erik G. Larsson, Marius Pesavento, Shi Jin:
Introduction to the Special Issue on Array Signal Processing for Angular Models in Massive MIMO Communications. 882-885 - Mingjin Wang, Feifei Gao, Shi Jin, Hai Lin:
An Overview of Enhanced Massive MIMO With Array Signal Processing Techniques. 886-901 - Kai Wu, Wei Ni, Tao Su, Ren Ping Liu, Y. Jay Guo:
Exploiting Spatial-Wideband Effect for Fast AoA Estimation at Lens Antenna Array. 902-917 - Wei Cui, Qing Shen, Wei Liu, Siliang Wu:
Low Complexity DOA Estimation for Wideband Off-Grid Sources Based on Re-Focused Compressive Sensing With Dynamic Dictionary. 918-930 - Zhou Zhou, Lingjia Liu, Jianzhong Zhang:
FD-MIMO via Pilot-Data Superposition: Tensor-Based DOA Estimation and System Performance. 931-946 - Yue Wang, Yu Zhang, Zhi Tian, Geert Leus, Gong Zhang:
Super-Resolution Channel Estimation for Arbitrary Arrays in Hybrid Millimeter-Wave Massive MIMO Systems. 947-960 - Cheng Qian, Xiao Fu, Nikolaos D. Sidiropoulos:
Algebraic Channel Estimation Algorithms for FDD Massive MIMO Systems. 961-973 - Lei Cheng, Chengwen Xing, Yik-Chung Wu:
Irregular Array Manifold Aided Channel Estimation in Massive MIMO Communications. 974-988 - Peihao Dong, Hua Zhang, Geoffrey Ye Li, Ivan Simões Gaspar, Navid Naderializadeh:
Deep CNN-Based Channel Estimation for mmWave Massive MIMO Systems. 989-1000 - Xianpeng Wang, Liangtian Wan, Mengxing Huang, Chong Shen, Kun Zhang:
Polarization Channel Estimation for Circular and Non-Circular Signals in Massive MIMO Systems. 1001-1016 - Shilpa Rao, Amine Mezghani, A. Lee Swindlehurst:
Channel Estimation in One-Bit Massive MIMO Systems: Angular Versus Unstructured Models. 1017-1031 - Vinayak Suresh, David J. Love:
Single-Bit Millimeter Wave Beam Alignment Using Error Control Sounding Strategies. 1032-1045 - Mingjie Shao, Wing-Kin Ma, Qiang Li, A. Lee Swindlehurst:
One-Bit Sigma-Delta MIMO Precoding. 1046-1061 - Yu Han, Qi Liu, Chao-Kai Wen, Michail Matthaiou, Xiaoli Ma:
Tracking FDD Massive MIMO Downlink Channels by Exploiting Delay and Angular Reciprocity. 1062-1076 - Zijun Gong, Fan Jiang, Cheng Li:
Angle Domain Channel Tracking With Large Antenna Array for High Mobility V2I Millimeter Wave Communications. 1077-1089 - Wei Peng, Wengang Li, Wei Wang, Xiao Wei, Tao Jiang:
Downlink Channel Prediction for Time-Varying FDD Massive MIMO Systems. 1090-1102 - Yunchao Song, Chen Liu, Wei Wang, Nan Cheng, Miao Wang, Weihua Zhuang, Xuemin Shen:
Domain Selective Precoding in 3-D Massive MIMO Systems. 1103-1118 - Stefan Schwarz, Markus Rupp, Stefan Wesemann:
Grassmannian Product Codebooks for Limited Feedback Massive MIMO With Two-Tier Precoding. 1119-1135 - Evangelos Vlachos, George C. Alexandropoulos, John Thompson:
Wideband MIMO Channel Estimation for Hybrid Beamforming Millimeter Wave Systems via Random Spatial Sampling. 1136-1150 - Han Yan, Danijela Cabric:
Compressive Initial Access and Beamforming Training for Millimeter-Wave Cellular Systems. 1151-1166 - Xiaoling Hu, Caijun Zhong, Xiaoming Chen, Weiqiang Xu, Zhaoyang Zhang:
Cluster Grouping and Power Control For Angle-Domain MmWave MIMO NOMA Systems. 1167-1180 - Chelsea Lee Miller, Peter J. Smith, Pawel A. Dmochowski, Harsh Tataria, Michail Matthaiou:
Analytical Framework for Full-Dimensional Massive MIMO With Ray-Based Channels. 1181-1195 - Rico Mendrzik, Florian Meyer, Gerhard Bauch, Moe Z. Win:
Enabling Situational Awareness in Millimeter Wave Massive MIMO Systems. 1196-1211
Volume 13, Number 6, October 2019
- Ertugrul Basar, Miaowen Wen, Marco Di Renzo, Raed Mesleh, Lie-Liang Yang, Octavia A. Dobre, A. Chockalingam:
Editorial: Introduction to the Issue Index Modulation for Future Wireless Networks: A Signal Processing Perspective. 1219-1222 - Minh Au, Georges Kaddoum, Md. Sahabul Alam, Ertugrul Basar, François Gagnon:
Joint Code-Frequency Index Modulation for IoT and Multi-User Communications. 1223-1236 - Jinho Choi:
Single-Carrier Index Modulation for IoT Uplink. 1237-1248 - Seda Dogan, Armed Tusha, Hüseyin Arslan:
NOMA With Index Modulation for Uplink URLLC Through Grant-Free Access. 1249-1257 - Xuan Chen, Miaowen Wen, Qiang Li, Yik-Chung Wu, Theodoros A. Tsiftsis:
Dual-Polarized Spatial Media-Based Modulation. 1258-1269 - Justin P. Coon, Mihai-Alin Badiu, Ye Liu, Ferhat Yarkin, Shuping Dang:
Binary-Tree Encoding for Uniform Binary Sources in Index Modulation Systems. 1270-1285 - S. Abhijith Nambi, K. Giridhar:
Modified CI and Modulation Order Replacement for Enhancing OFDM-IM Performance. 1286-1300 - Xue-Qin Jiang, Han Hai, Jia Hou, Jun Li, Wei Duan:
Euclidean-Geometry-Based Space-Time Block Coded Spatial Modulation. 1301-1311 - Ping Yang, Yue Xiao, Ming Xiao, Jing Zhu, Shaoqian Li, Wei Xiang:
Enhanced Receive Spatial Modulation Based on Power Allocation. 1312-1325 - Meijun Wei, Serdar Sezginer, Guan Gui, Hikmet Sari:
Bridging Spatial Modulation With Spatial Multiplexing: Frequency-Domain ESM. 1326-1335 - Hongyun Chu, Le Zheng, Xiaodong Wang:
Super-Resolution mmWave Channel Estimation for Generalized Spatial Modulation Systems. 1336-1347 - Jintao Wang, Longzhuang He, Jian Song:
Towards Higher Spectral Efficiency: Spatial Path Index Modulation Improves Millimeter-Wave Hybrid Beamforming. 1348-1359 - Naoki Ishikawa, Rakshith Rajashekar, Chao Xu, Mohammed El-Hajjar, Shinya Sugiura, Lie-Liang Yang, Lajos Hanzo:
Differential-Detection Aided Large-Scale Generalized Spatial Modulation is Capable of Operating in High-Mobility Millimeter-Wave Channels. 1360-1374 - Guofa Cai, Yi Fang, Jinming Wen, Shahid Mumtaz, Yang Song, Valerio Frascolla:
Multi-Carrier M-ary DCSK System With Code Index Modulation: An Efficient Solution for Chaotic Communications. 1375-1386 - Chao Xu, Tong Bai, Jiankang Zhang, Robert G. Maunder, Shinya Sugiura, Zhaocheng Wang, Lajos Hanzo:
Constant-Envelope Space-Time Shift Keying. 1387-1402 - Francisco J. Escribano, Alexandre Wagemakers, Georges Kaddoum, Joao V. C. Evangelista:
Design and Performance Analysis of an Index Time-Frequency Modulation Scheme for Optical Communications. 1403-1416 - Anshul Jaiswal, Manav R. Bhatnagar, Prashant Soni, Virander Kumar Jain:
Differential Optical Spatial Modulation Over Atmospheric Turbulence. 1417-1432 - Anil Yesilkaya, Rui Bian, Iman Tavakkolnia, Harald Haas:
OFDM-Based Optical Spatial Modulation. 1433-1444
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