S Publications

Publications

Technical Reports

2015


Jun Fang, Linxiao Yang, and Hongbin Li, "Spectral compressed sensing via CANDECOMP/PARAFAC decomposition of incomplete tensors", Technical report. (pdf)

2014


Jun Fang, Yanning Shen, Fuwei Li, and Hongbin Li, "Prior support knowledge-aided sparse Bayesian learning with partly erroneous support information", Technical report. (pdf) (Matlab codes)




Journal Articles

2017


Xingjian Li, Jun Fang, Hongbin Li, and Pu Wang, "Millimeter wave channel estimation via exploiting joint sparse and low-rank structures", IEEE Trans. Wireless Communications, to appear.

Lingxiang Li, Zhi Chen, Athina P. Petropulu, and Jun Fang, "Linear precoder design for a MIMO Gaussian wiretap channel with full-duplex source and destination nodes", IEEE Trans. Information Forensics and Security, to appear.

Weidong Mei, Zhi Chen, Lingxiang Li, Jun Fang, and Shaoqian Li, "On artificial-noise aided transmit design for multi-user MISO systems with integrated services", IEEE Trans. Vehicular Technology, vol. 66, no. 9, pp. 8179-8195, September 2017.

Xiaoxu Zhang, Ying-Chang Liang, and Jun Fang, "Novel Bayesian inference algorithms for multiuser detection in M2M communications", IEEE Trans. Vehicular Technology, vol. 66, no. 9, pp. 7833-7848, September 2017.

Hongbin Li, Yuan Jiang, Jun Fang, and Muralidhar Rangaswamy, "Adaptive subspace signal detection with uncertain partial prior knowledge", IEEE Trans. Signal Processing, vol. 65, no. 16, pp. 4394-4405, August 2017.

Zhen-Qing He, Hongbin Li, Zhi-Ping Shi, Jun Fang, and Lei Huang, "A robust iteratively reweighted L2 approach for spectral compressed sensing in impulsive noise ", IEEE Signal Processing Letters, vol. 24, no. 7, pp. 938-942, July 2017.

Huiping Duan, Linxiao Yang, Jun Fang, and Hongbin Li, "Fast inverse-free sparse Bayesian learning via relaxed evidence lower bound maximization", IEEE Signal Processing Letters, vol. 24, no. 6, pp. 774-778, June 2017. (Matlab codes)

Qian Wan, Huiping Duan, Jun Fang, Hongbin Li, and Zhengli Xing, "Robust Bayesian compressed sensing with outliers", Elsevier-Signal Processing, Elsevier-Signal Processing, vol. 140, pp. 104-109, May 2017. (Matlab codes)

Zhou Zhou, Jun Fang, Linxiao Yang, Hongbin Li, Zhi Chen, and Rick S. Blum, "Low-rank tensor decomposition-aided channel estimation for millimeter wave MIMO-OFDM systems", IEEE Journal on Selected Areas in Communications, vol. 35, no. 7, pp. 1524-1538, April 2017.

Qian Wang, Zhi Chen, Weidong Mei, and Jun Fang, "Improving physical layer security using UAV-enabled mobile relaying", IEEE Wireless Communications Letters, vol. 6, no. 3, pp. 310-313, March 2017.

Jun Fang, Xingjian Li, Hongbin Li, and Feifei Gao, "Low-rank covariance-assisted downlink training and channel estimation for FDD massive MIMO systems", IEEE Trans. Wireless Communications, vol. 16, no. 3, pp. 1935-1947, March 2017.

Weidong Mei, Zhi Chen, and Jun Fang, "Energy efficiency region for Gaussian MISO channels with integrated services", IEEE Wireless Communications Letters, vol. 6, no. 1, pp. 90-93, February 2017.

Yang Du, Binhong Dong, Zhi Chen, Pengyu Gao, and Jun Fang, "Joint sparse graph-detector design for downlink MIMO-SCMA systems", IEEE Wireless Communications Letters, vol. 6, no. 1, pp. 14-17, February 2017.

Linxiao Yang, Jun Fang, Hong Chen, and Hongbin Li, "Sparse Bayesian dictionary learning with a Gaussian hierarchical model", Elsevier-Signal Processing, vol. 130, pp. 93-104, January 2017.

2016


Lingxiang Li, Athina P. Petropulu, Zhi Chen, and Jun Fang, "Improving wireless physical layer security via exploiting co-channel interference", IEEE Journal of Selected Topics in Signal Processing, vol. 10, no. 8, pp. 1433-1448, December 2016.

Zhou Zhou, Jun Fang, Linxiao Yang, Hongbin Li, Zhi Chen, and Shaoqian Li, "Channel estimation for millimeter wave multiuser MIMO systems via PARAFAC decomposition", IEEE Trans. Wireless Communications, vol. 15, no. 11, pp. 7501-7516, November 2016.

Weidong Mei, Zhi Chen, and Jun Fang, "GSVD-Based precoding in MIMO systems with integrated services", IEEE Signal Processing Letters, vol. 23, no. 11, pp. 1528-1532, November 2016.

Linxiao Yang, Jun Fang, Hongbin Li, and Bing Zeng, "Localized low-rank promoting for recovery of block-sparse signals with Intrablock correlation", IEEE Signal Processing Letters, vol. 23, no. 10, pp. 1399-1403, October 2016.

Linxiao Yang, Jun Fang, Hongbin Li, and Bing Zeng, "An iterative reweighted method for Tucker decomposition of incomplete tensors", IEEE Trans. Signal Processing, vol. 64, no. 18, pp. 4817-4829, September 2016. (Matlab codes)

Jun Fang, Feiyu Wang, Yanning Shen, Hongbin Li, and Rick S. Blum, "Super-resolution compressed sensing for line spectral estimation: an iterative reweighted approach", IEEE Trans. Signal Processing, vol. 64, no. 18, pp. 4649-4662, September 2016. (Matlab codes)

Yang Du, Binhong Dong, Zhi Chen, Jun Fang, Pengyu Gao, and Zeyuan Liu, "Low-complexity detector in sparse code multiple access systems", IEEE Communication Letters, vol. 20, no. 9, pp. 1812-1815, September 2016.

Yang Du, Binhong Dong, Zhi Chen, Jun Fang and Xianjun Wang, "A fast convergence multiuser detection scheme for uplink sparse code multiple access systems", IEEE Wireless Communication Letters, vol. 5, no. 4, pp. 388-391, August 2016.

Yin Long, Zhi Chen, and Jun Fang, "Minimum number of antennas required to satisfy outage probability in massive MIMO systems", IEEE Wireless Communication Letters, vol. 5, no. 4, pp. 348-351, August 2016.

Weidong Mei, Zhi Chen, and Jun Fang, "Secrecy capacity region maximization in Gaussian MISO channels with integrated services", IEEE Signal Processing Letters, vol. 23, no. 8, pp. 1146-1150, August 2016.

Jun Fang, Yanning Shen, Linxiao Yang, and Hongbin Li, "Adaptive one-bit quantization for compressed sensing", Elsevier-Signal Processing, vol. 125, pp. 145-155, August 2016.

Yang Du, Binhong Dong, Zhi Chen, Jun Fang and Lin Yang, "Shuffled multiuser detection schemes for uplink sparse code multiple access systems", IEEE Communication Letters, vol. 20, no. 6, pp. 1231-1234, June 2016.

Jun Fang, Lizao Zhang, and Hongbin Li, "Two-dimensional pattern-coupled sparse Bayesian learning via generalized approximate message passing", IEEE Trans. Image Processing, vol. 25, no. 6, pp. 2920-2930, June 2016. (Matlab codes)

Hengyao Bao, Jun Fang, Zhi Chen, Hongbin Li, and Shaoqian Li, "An efficient Bayesian PAPR reduction method for OFDM-based massive MIMO systems", IEEE Trans. Wireless Communications, vol. 15, no. 6, pp. 4183-4195, June 2016. (Matlab codes)

Nan Zhou, Yangyang Xu, Hong Cheng, Jun Fang, and Witold Pedrycz, "Global and local structure preserving sparse subspace learning: an iterative approach to unsupervised feature selection", Pattern Recognition, vol. 53, pp. 87-101, May 2016.

Lingxiang Li, Zhi Chen, Duo Zhang, and Jun Fang, "A full-duplex Bob in the MIMO Gaussian wiretap channel: scheme and performance", IEEE Signal Processing Letters, vol. 23, no. 1, pp. 107-111, January 2016.

2015


Huiping Duan, Lizao Zhang, Jun Fang, Lei Huang, and Hongbin Li, "Pattern-coupled sparse Bayesian learning for inverse synthetic aperture imaging", IEEE Signal Processing Letters, vol. 22, no. 11, pp. 1995-1999, Nov 2015. (Matlab codes)

Yin Long, Zhi Chen,and Jun Fang, "Nonasymptotic analysis of capacity in massive MIMO systems", IEEE Wireless Communications Letters, vol. 4, no. 5, pp. 541-544, Oct. 2015.

Lingxiang Li, Zhi Chen, and Jun Fang, "On secrecy capacity of helper-assisted wiretap channel with an out-of-band link", IEEE Signal Processing Letters, vol. 22, no. 9, pp. 1288-1292, Sept. 2015.

Lei Huang, Jun Fang, Kefei Liu, Hing Cheung So, and Hongbin Li, "An eigenvalue-moment-ratio approach to blind spectrum sensing for cognitive radio under sample-starving environment", IEEE Trans. Vehicular Technology, vol. 64, no. 8, pp. 3465-3480, Aug. 2015.

Fuwei Li, Jun Fang, Hongbin Li, and Lei Huang, "Robust one-bit Bayesian compressed sensing with sign-flip errors", IEEE Signal Processing Letters, vol. 22, no. 7, pp. 857-861, July 2015. (Matlab codes)

Zhou Zhou, Kaihui Liu, and Jun Fang, "Bayesian compressive sensing using normal product priors", IEEE Signal Processing Letters, vol. 22, no. 5, pp. 583-587, May 2015.

Fei Gao, Lili Guo, Hongbin Li, Jun Liu and Jun Fang, "Quantizer design for distributed GLRT detection of weak signal in wireless sensor networks", IEEE Trans. Wireless Communications, vol. 14, no. 4, pp. 2032-2042, April. 2015.

Lei Huang, Yuhang Xiao, Hing Cheung So, and Jun Fang, "Accurate performance analysis of Hadamard ratio test for robust spectrum sensing", IEEE Trans. Wireless Communications, vol. 14, no. 2, pp. 750-758, Feb. 2015.

Lei Huang, Cheng Qian, Hing Cheung So, and Jun Fang, "Source enumeration for large array with shrinkage-based detectors with small samples", IEEE Trans. Aerospace and Electronic Systems, vol. 51, no. 1, pp. 344-357, January. 2015.

Jun Fang, Yanning Shen, Hongbin Li, and Pu Wang, "Pattern-coupled sparse Bayesian learning for recovery of block-sparse signals", IEEE Trans. Signal Processing, vol. 63, no. 2, pp. 360-372, January 2015. (Matlab codes)

2014


Lingxiang Li, Zhi Chen, and Jun Fang, "On secrecy capacity of Gaussian wiretap channel aidied by a cooperative jammer", IEEE Signal Processing Letters, vol. 21, no. 11, pp. 1356-1360, November 2014.

Jun Fang, Jing Li, Yanning Shen, Hongbin Li and Shaoqian Li, "Super-resolution compressed sensing: An iterative reweighted algorithm for joint parameter learning and sparse signal recovery", IEEE Signal Processing Letters, vol. 21, no. 6, pp. 761-765, June 2014. (Matlab codes)

Jun Fang, Yanning Shen, Hongbin Li and Zhi Ren, "Sparse signal recovery from one-bit quantized data: An iterative reweighted algorithm", Elsevier-Signal Processing, vol. 102, pp. 201-206, September 2014. (pdf) (Matlab codes)

Jun Fang, Xiaoying Li, Hongbin Li and Lei Huang, "Precoding for decentralized detection of unknown deterministic signals in multisensor systems", IEEE Trans. Aerospace and Electronic Systems, vol. 50, no. 3, pp. 2116-2128, July 2014.

2013


Yanning Shen, Jun Fang, and Hongbin Li, "Exact reconstruction analysis of log-sum minimization for compressed sensing", IEEE Signal Processing Letters, vol. 20, no. 12, pp. 1223-1226, December 2013. (pdf)

Jun Fang, Hongbin Li, Zhi Chen, and Yu Gong, "Joint precoder design for distributed transmission of correlated sources in sensor networks", IEEE Trans. Wireless Communications, vol. 12, no. 6, pp. 2918-2929, June 2013. (pdf)

Jun Fang, Yumeng Liu, Hongbin Li, and Shaoqian Li, "One-bit quantizer design for multi-sensor GLRT fusion", IEEE Signal Processing Letters, vol. 20, no. 3, pp. 257-260, 2013. (pdf)

Shuai Li, Yi Guo, Jun Fang and Hongbin Li, "Average consensus with weighting matrix design for quantized communication on directed switching graphs", International Journal of Adaptive Control and Signal Processing, vol. 27, no. 6, pp. 519-540, 2013. (pdf)

2012


Pu Wang, Jun Fang, Hongbin Li, and Braham Himed, "Detection with Target-Induced Subspace Interference", IEEE Signal Processing Letters, vol. 19, no. 7, pp. 403-406, 2012. (pdf)

Jun Fang, Hongbin Li, Zhi Chen, and Shaoqian Li, "Optimal precoding design and power allocation for decentralized detection of deterministic signals", IEEE Trans. Signal Processing, vol. 60, no. 6, pp. 3149-3163, June 2012. (pdf)

2010


Jun Fang and Hongbin Li, "Optimal/near-optimal dimensionality reduction for distributed estimation in homogeneous and certain inhomogeneous scenarios", IEEE Trans. Signal Processing, vol. 58, no, 8, pp. 4339-4353, August 2010. (pdf)

Jun Fang and Hongbin Li, "Distributed estimation of Gauss-Markov random fields with one-bit quantized data", IEEE Signal Processing Letters, vol. 17, no. 5, pp. 449-452, May 2010. (pdf)

Jun Fang and Hongbin Li, "Adaptive distributed estimation of signal power from one-bit quantized data", IEEE Trans. Aerospace and Electronic Systems, vol. 46, no. 4, pp. 1893-1905, October 2010. (pdf)

Jun Fang and Hongbin Li, "Distributed consensus with quantized data via sequence averaging", IEEE Trans. Signal Processing, vol. 58, no. 2, pp. 944-948, February 2010. (pdf)

Pu Wang, Jun Fang, Ning Han, and Hongbin Li, "Multi-antenna assisted spectrum sensing for cognitive radio", IEEE Trans. Vehicular Technology, Special Issue "Achievements and the Road Ahead: The First Decade of Cognitive Radio", vol. 59, no. 4, pp. 1791-1800, May 2010 (2013 Jack Neubauer Memorial Award). (pdf)

2009


Jun Fang and Hongbin Li, "Hyperplane-based vector quantization for distributed estimation in wireless sensor networks", IEEE Trans. Information Theory, vol 55, no. 12, pp. 5682-5699, December 2009. (pdf)

Jun Fang and Hongbin Li, "Power constrained distributed estimation with cluster-based sensor collaboration", IEEE Trans. Wireless Communications, vol. 8, no. 7, pp. 3822-3832, July 2009. (pdf)

Jun Fang and Hongbin Li, "Power constrained distributed estimation with correlated sensor data", IEEE Trans. on Signal Processing, vol. 57, no. 8, pp. 3292-3297, August 2009. (pdf)

2008


Jun Fang and Hongbin Li,"Distributed adaptive quantization for wireless sensor networks: from Delta modulation to maximum likelihood", IEEE Trans. on Signal Processing, vol. 56, no. 10, pp. 5246-5257, October 2008. (pdf)

Jun Fang and Hongbin Li,"Distributed event region detection in wireless sensor networks", EURASIP Journal on Advances in Signal Processing, Special Issue on Distributed Signal Processing Techniques for Wireless Sensor Networks, vol. 2008, Article ID 287870, January 2008. (pdf)

Jun Fang and Hongbin Li,"Joint dimension assignment and compression for distributed multisensor estimation", IEEE Signal Processing Letters, vol. 15, pp. 174-177, 2008. (pdf)

Huiping Duan, Boon Poh Ng, Chong Meng Samson See, and Jun Fang, "Broadband interference suppression performance of minimum redundancy arrays", IEEE Trans. Signal Processing, vol. 56, no. 6, pp. 2406-2416, June, 2008. (pdf)

Jun Fang, Shihao Ji, Ya Xue, and Lawrence Carin, "Multi-task classification by learning the task relevance", IEEE Signal Processing Letters, vol. 15, pp. 593-596, 2008. (pdf)

Huiping Duan, Boon Poh Ng, Chong Meng Samson See, and Jun Fang, "Application of the SRV constraint in broadband pattern synthesis", Signal Processing - Elsevier, vol. 88, no. 4, pp. 1035-1045, April, 2008. (pdf)

2007


Huiping Duan, Boon Poh Ng, Chong Meng Samson See, and Jun Fang, "Spatial resolution of the broadband nonredundant and minimum redundancy arrays", IEEE Signal Processing Letters, vol. 14, no. 11, pp. 852-855, November, 2007. (pdf)

Hongbin Li and Jun Fang, "Distributed adaptive quantization and estimation for wireless sensor networks", IEEE Signal Processing Letters, vol. 14, pp. 669-672, October 2007. (pdf)

Jun Fang, A. Rahim Leyman, Yong Huat Chew and Huiping Duan. "Some further results on blind MIMO FIR channel identification via second-order statistics", Signal Processing - Elsevier, vol. 87, no. 6, pp. 1434-1447, June 2007. (pdf)

Huiping Duan, Boon Poh Ng, Chong Meng Samson See, and Jun Fang, "Broadband beamforming using TDL-form IIR filters", IEEE Trans. Signal Processing, vol. 55, no. 3, pp. 990-1002, March, 2008. (pdf)

2006


Jun Fang, A. Rahim Leyman and Yong Huat Chew. "Blind equalization of SIMO FIR channels driven by colored signals with unknown statistics", IEEE Trans. on Signal Processing, vol. 54, no. 6, pp. 1998-2008, June 2006. (pdf)

Jun Fang, A. Rahim Leyman, Yong Huat Chew and Huiping Duan. "Blind channel identification with colored sources by exploiting properties of companion matrices", IEEE Trans. on Signal Processing, vol. 54, no. 3, pp. 894-906, March 2006. (pdf)

Jun Fang, A. Rahim Leyman, Yong Huat Chew and Ying Chang Liang. "A cumulant interference subspace cancellation method for blind SISO channel estimation", IEEE Trans. on Signal Processing, vol. 54, no. 2, pp. 784-790, February 2006. (pdf)

2005


Jun Fang, A. Rahim Leyman, Yong Huat Chew and Huiping Duan. "Blind SIMO FIR channel estimation by utilizing property of companion matrices", IEEE Signal Processing Letters, vol. 12, no. 5, pp. 387-390, May 2005. (pdf)