Joint angle and delay estimation using shift-invariance properties

Assuming a multipath propagation scenario, we derive a closed-form subspace-based method for the simultaneous estimation of arrival angles and path delays from measured channel impulse responses, using knowledge of the transmitted pulse shape function and assuming a uniform linear array and uniform sampling. The algorithm uses a two-dimensional (2-D) ESPRIT-like shift-invariance technique to separate and estimate the phase shifts due to delay and direction-of-incidence, with automatic pairing of the two parameter sets. A straightforward extension to the multiuser case allows to connect rays to users as well.

[1]  Ed F. Deprettere,et al.  Azimuth and elevation computation in high resolution DOA estimation , 1992, IEEE Trans. Signal Process..

[2]  Yasutaka Ogawa,et al.  High-Resolution Analysis of Indoor Multipath Propagation Structure , 1995 .

[3]  Eric Moulines,et al.  Subspace methods for the blind identification of multichannel FIR filters , 1994, Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing.

[4]  S. Talwar,et al.  Blind estimation of multiple digital signals transmitted over FIR channels , 1995, IEEE Signal Processing Letters.

[5]  A. Lee Swindlehurst,et al.  Algorithms for blind equalization with multiple antennas based on frequency domain subspaces , 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

[6]  A. Paulraj,et al.  Joint angle and delay estimation (JADE) for signals in multipath environments , 1996, Conference Record of The Thirtieth Asilomar Conference on Signals, Systems and Computers.

[7]  Mati Wax,et al.  Joint estimation of time delays and directions of arrival of multiple reflections of a known signal , 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

[8]  Michael D. Zoltowski,et al.  Closed-form 2-D angle estimation with rectangular arrays in element space or beamspace via unitary ESPRIT , 1996, IEEE Trans. Signal Process..

[9]  Petre Stoica,et al.  MUSIC, maximum likelihood, and Cramer-Rao bound , 1989, IEEE Transactions on Acoustics, Speech, and Signal Processing.