Abstract
We describe a low-complexity method for time-domain compensation of phase noise in OFDM systems. We extend existing methods in several respects. First, we suggest using the Karhunen-Loève representation of the phase noise process to estimate the phase noise. We then derive an improved data-directed choice of basis elements for LS phase noise estimation and present its total least square counterpart problem. The proposed method helps overcome one of the major weaknesses of OFDM systems. We also generalize the time-domain phase noise compensation to the multiuser MIMO context. Finally, we present simulation results using both simulated and measured phased noise. We quantify the tracking performance in the presence of residual carrier offset.
Original language | English |
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Article number | 8010432 |
Pages (from-to) | 5675-5686 |
Number of pages | 12 |
Journal | IEEE Transactions on Signal Processing |
Volume | 65 |
Issue number | 21 |
DOIs | |
State | Published - 1 Nov 2017 |
Externally published | Yes |
Bibliographical note
Publisher Copyright:© 1991-2012 IEEE.
Keywords
- Karhunen-Loève representation
- MIMO
- OFDM
- Phase noise
- oscillators
- residual carrier offset
- subspace tracking