Consensus-based distributed particle filtering algorithms for cooperative blind equalization in receiver networks

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2011, Pages 3968-3971

  Bordin Jr , Claudio J ^a   Bruno, Marcelo G S ^b  

^a UFABC ^*  (Brazil)

^b INSTITUTO TECNOLÓGICO DE AERONÁUTICA   (Brazil)

Author keywords

Blind Equalization; Consensus Averaging; Distributed Algorithms; Particle Filters

Indexed keywords

CONSENSUS AVERAGE; CONSENSUS AVERAGING; DISTRIBUTED ALGORITHM; DISTRIBUTED PARTICLES; FREQUENCY-SELECTIVE CHANNELS; MESSAGE BROADCASTS; MULTIPLE RECEIVERS; NETWORK NODE; PARTICLE FILTERS;

ALGORITHMS; BLIND EQUALIZATION; COMPUTER SIMULATION; CONVERGENCE OF NUMERICAL METHODS; NONLINEAR FILTERING; SPEECH COMMUNICATION; TARGET TRACKING;

SIGNAL RECEIVERS;

EID: 80051619338     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5947221     Document Type: Conference Paper

References (10)

1. A. Ribeiro, G. B. Giannakis, and S. I. Roumeliotis, "SOI-KF: Distributed Kalman Filtering With Low-Cost Communications Using the Sign of Innovations," IEEE Trans. on Sig. Proc., vol. 54, no. 12, pp. 4782-4795, 2006.
2. C. G. Lopes and A. H. Sayed, "Incremental Adaptive Strategies Over Distributed Networks," IEEE Trans. on Sig. Proc., vol. 55, no. 8, pp. 4064-4077, Aug. 2007.
3. M. J. Coates, "Distributed particle filtering for sensor networks," in 3rd Intl. Symp. on Inf. Proc. in Sensor Networks, pp. 99-107, Berkeley - CA, April 2004.
4. H. Sangjin, M. Hong and P. M. Djurić, "An efficient fixed-point implementation of residual resampling scheme for high-speed particle filters," IEEE Sig. Proc. Lett., vol. 11, no. 5, pp. 482-485, May 2004.
5. C. J. Bordin Jr. and M. G. S. Bruno, "Cooperative blind equalization of frequency-selective channels in sensor networks using decentralized particle filtering," in 42nd Asilomar Conf. on Sign., Syst. and Comp., pp. 1198-1201, Pacific Grove - CA, Oct. 2008.
6. L. Xiao and S. Boyd, "Fast linear iterations for distributed averaging," Syst. Control Lett., vol. 53, no. 1, pp. 65-78, Sep. 2004.
7. V. Yadav and M. V. Salapaka, "Distributed protocol for determining when averaging consensus is reached," in 45th Annual Allerton Conf., pp. 715-720, Allerton House - UIUC, Sep. 2007.
8. S. Farahmand, S. I. Roumeliotis and G. B. Giannakis, "Particle filter adaptation for distributed sensors via set membership," in IEEE Intl. Conf. on Acoustics, Speech, and Sig. Proc., pp. 3374-3377, Dallas - TX, Mar. 2010.
9. C. J. Bordin Jr. and M. G. S. Bruno, "Particle Filters for Joint Blind Equalization and Decoding in Frequency-Selective Channels," IEEE Trans. on Sig. Proc., vol. 56, no. 6, pp. 2395-2405, June 2008.
10. J. R. Norris, Markov Chains, Cambridge Series in Statistical and Probabilistic Mathematics, Cambridge University Press, 1997.