American Journal of Signal Processing

American Journal of Signal Processing publishes articles on signal processing research and applications. It covers aspects from fundamental principles to practical implementation, intending to bring up-to-date, emerging and active technical developments, issues, and events to the research, educational, and professional communities.

Amir Rastegarnia

Editorial Board Member of American Journal of Signal Processing

Assistant Professor, Department of Electrical Engineering, Urmia University of Technology, Iran

Research Areas

Adaptive networks, Adaptive Signal Processing

Education

Ph.DElectrical Engineering, majored in Signal Processing and Communication Systems, University of Tabriz, Tabriz, Iran
2007M.ScElectrical Engineering, majored in Signal Processing and Communication Systems, University of Tabriz, Tabriz, Iran
2005B.ScElectrical Engineering, majored in electronics, University of Tabriz, Tabriz, Iran

Experience

presentAssistant Professor, Department of Electrical Engineering, Urmia University of Technology

Academic Achievement

Ranked 1st in college entrance exam (Provincial)
Ranked 1st in PhD entrance exam, university of Tabriz.
Scholarship from Urima university of technology
MS Research Fellowship from Iran telecommunication research center (ITRC)
Ph.D Research Fellowship from Iran telecommunication research center (ITRC)

Publications: Journals

[1]  A. Rastegarnia, M. A. Tinati, A. Khalili, "Performance Analysis of Quantized Incremental LMS Algorithm for Distributed Adaptive Estimation, " Signal Processing, Elsevier Publication, vol. 90, pp. 2621-2627, Aug. 2010.
[2]  A. Khalili, M. A. Tinati, A. Rastegarnia, "Steady-State Analysis of Incremental LMS Adaptive Networks with Noisy Links, " IEEE Trans. on Signal Processing, vol. 59, no. 5, pp. 2416-2421, May 2011.
[3]  A. Khalili, M. A. Tinati, A. Rastegarnia, J. A. Chambers, "Steady-State Analysis of Diffusion LMS Adaptive Networks with Noisy Links, " IEEE Trans. on Signal Processing, (revised) 2011.
[4]  A. Rastegarnia, M. A. Tinati, A. Khalili, "Steady-state analysis of quantized distributed incremental LMS algorithm without Gaussian restriction, " Springer journal of Signal and Image Processing systems, (to appear) 2011.
[5]  A. Rastegarnia, M. A. Tinati, B. Mozaffary, A. Khalili, "A Localized Recursive Estimation Algorithm for Vector Parameter Estimation in Ad hoc Wireless Sensor Networks, " Journal of Electrical Engineering, vol. 61, no 3, pp. 171-176.
[6]  A. Khalili, M. A. Tinati, A. Rastegarnia, "Performance analysis of distributed incremental LMS algorithm with noisy links, " International Journal of distributed sensor networks, Hindawi publications, vol. 2011, pp.1-10, 2011.
[7]  A. Khalili, M. A. Tinati, A. Rastegarnia, "Analysis of Incremental RLS Adaptive Networks with Noisy Links", IEICE Electronic Express, vol. 8, no. 9, pp.623-628, May 2011.
[8]  A. Khalili, M. A. Tinati, A. Rastegarnia, J. A. Chambers, "Transient analysis of diffusion least-mean squares adaptive networks with noisy channels, " Wiley international journal of adaptive control and signal processing, to appear, 2011.
[9]  A. Khalili, M. A. Tinati, A. Rastegarnia, "Amplify-and-Forward Scheme in Incremental LMS Adaptive Network with Noisy Links: Minimum transmission power design, " Elsevier International Journal of Electronics and Communications, To appear, 2011.
[10]  A. Rastegarnia, M. A. Tinati, A. Khalili, "Distributed estimation using an improved incremental distributed LMS algorithm, " International Journal of Signal Processing, Vol5, No.2, pp. 97-101, 2008.
[11]  A. Rastegarnia, M. A. Tinati, A. Khalili, "A diffusion least-mean square algorithm for distributed estimation over sensor networks", International Journal of Electrical, Computer, and Systems Engineering, vol. 2, No. 1, pp. 15-19, 2008.
[12]  A. Khalili, M. A. Tinati, A. Rastegarnia, "Improved exact distributed RLS algorithm for decentralized estimation over sensor networks", Journal of electrical & electronics engineering (IU-JEEE), Istanbul university, vol. 8, no.2, pp. 725-831, 2008.
[13]  A. Rastegarnia, M. A. Tinati, B. Mozaffary, A. Khalili, "A New Incremental LMS Algorithm Based on Observation Quality, " Turkish Journal of electrical engineering and Computer science, (to appear), 2011.

Publications: Conferences/Workshops/Symposiums

[1]  M. A. Tinati, A. Rastegarnia, T. Y. Rezaee, "Receive Antenna Selection Algorithm to Improve Error Performance in MIMO Systems with Linear Receivers", Proceeding on IASTED international conference on communication systems, networks and applications, CSNA 2007, pp. 95-99, Beiging, China.
[2]  M. A. Tinati, T. Y. Rezaee, A. Rastegarnia, "Robust Nonlinear Echo Canceller with Adaptive Volterra filter Applying Vad and Echo-Path Delay Estimation", Proceeding on IASTED international conference on communication systems, networks and applications, CSNA 2007, pp. 79-83, Beiging, China.
[3]  M. A. Tinati, A. Rastegarnia, T. Y. Rezaee, "A Transform Domain Based Least Mean Mixed-Norm Algorithm to Improve Adaptive Beamforming" in Pro. IEEE second international conference on electrical eng., ICEE 2008, Lahore, Pakistan.
[4]  A. Rastegarnia, M. A. Tinati, A. Khalili, "An Incremental Distributed LMS Algorithm for Sensor Networks Under Unequal Observation Noise" IEEE workshop on signal processing and applications, WOSPA2008, Sharjeh, UAE.
[5]  M. Geravanchizadeh, A. Abdollahi, A. Rastegarnia, "Using Convex Combination of Two Transversal Filters for Adaptive Equalizer Application", IEEE workshop on signal processing and applications, WOSPA2008, Sharjeh, UAE.
[6]  A. Rastegarnia, M. A. Tinati, N. Nooshyar, "Adaptive Modulation Based Algorithm for MIMO Systems to Minimize Transmission Power, " IEEE International Symposium on High Capacity Optical Networks and Enabling Technologies, HONET 2007. Dubai, UAE.
[7]  A. Rastegarnia, A. Aghagolzadeh, "A Best Group Selection Algorithm to Maximize Capacity of MIMO Gaussian Broadcast Channels". IEEE International Conference on "Computational Technologies in Electrical and Electronics Engineering, Russia, 2008.
[8]  A. Rastegarnia, M. A. Tinati, A. Khalili, "A Noise Constrained Diffusion LMS Algorithm for Distributed Adaptive Estimation in Wireless Sensor Networks, " proc IEEE 18th Iranian Conference on Electrical Engineering : ICEE 2010, Isfahan, Iran.
[9]  M. A. Tinati, A. Rastegarnia, A. Khalili, "An incremental least-mean square algorithm with adaptive combiner, " 3rd IET international conference on wireless, mobile and multimedia network, Beijing, China, Sep. 2010.
[10]  M. A. Tinati, A. Khalili, A. Rastegarnia, "A Diffusion Block Least-Mean Square Algorithm for Distributed Adaptive Estimation, " 3rd IET international conference on wireless, mobile and multimedia network, Beijing, China, Sep. 2010.
[11]  A. Khalili, M. A. Tinati, A. Rastegarnia, "An Incremental Block LMS Algorithm for Distributed Adaptive Estimation, " IEEE International conference on Communications and signal processing, Singapore, 2010.
[12]  A. Rastegarnia, M. A. Tinati, A. Khalili, "A Distributed Incremental LMS Algorithm with Reliability of Observation Consideration, " IEEE International conference on Communications and signal processing, Singapore, 2010.
[13]  A. Khalili, M. A. Tinati, A. Rastegarnia, "Usable Speech Extraction Using Discrete Wavelet Transform, " accepted for International conference on signal acquisition and processing, 2011.
[14]  A. Rastegarnia, M. A. Tinati, A. Khalili, "Exploiting Observation Quality Information to Enhance the Steady-State Performance of Incremental LMS Adaptive Networks, " IEEE 19th Iranian Conference on Electrical Engineering: ICEE 2011, (accepted for presentation).
[15]  A. Khalili, M. A. Tinati, A. Rastegarnia, "The Impact of Unreliable Communications on the Steady-State Performance of Incremental RLS Adaptive Networks, " IEEE 19th Iranian Conference on Electrical Engineering, ICEE 2011 (accepted for presentation).
[16]  A. Khalili, M. A. Tinati, A. Rastegarnia, "An Adaptive Estimation Algorithm for Distributed Networks with Noisy Links, " IEEE symposium on Artificial Intelligence and Signal Processing (AISP2011), accepted for presentation.
[17]  A. Rastegarnia, M. A. Tinati, A. Khalili, "An Incremental LMS Adaptive Network with Node-Specific Step-Size Design, " submitted to IEEE symposium on Artificial Intelligence and Signal Processing (AISP2011) accepted for presentation