Sub-Nyquist Channel Estimation over IEEE 802.11ad Link
May 10, 2017 Β· Declared Dead Β· π International Conference on Sampling Theory and Applications
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Authors
Kumar Vijay Mishra, Yonina C. Eldar
arXiv ID
1705.03943
Category
cs.IT: Information Theory
Citations
35
Venue
International Conference on Sampling Theory and Applications
Last Checked
6 months ago
Abstract
Nowadays, millimeter-wave communication centered at the 60 GHz radio frequency band is increasingly the preferred technology for near-field communication since it provides transmission bandwidth that is several GHz wide. The IEEE 802.11ad standard has been developed for commercial wireless local area networks in the 60 GHz transmission environment. Receivers designed to process IEEE 802.11ad waveforms employ very high rate analog-to-digital converters, and therefore, reducing the receiver sampling rate can be useful. In this work, we study the problem of low-rate channel estimation over the IEEE 802.11ad 60 GHz communication link by harnessing sparsity in the channel impulse response. In particular, we focus on single carrier modulation and exploit the special structure of the 802.11ad waveform embedded in the channel estimation field of its single carrier physical layer frame. We examine various sub-Nyquist sampling methods for this problem and recover the channel using compressed sensing techniques. Our numerical experiments show feasibility of our procedures up to one-seventh of the Nyquist rates with minimal performance deterioration.
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