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Learn about Explicit Dimension Reduction (DR) techniques in MU-MIMO systems to improve performance by reducing channel dimensions per user. This submission offers detailed insights for incorporation into the Specification Framework document. Find out how AP controls dimension sizes for each user and how users can optimize CSI feedback. Explore various reduction options and group allocation mechanisms for enhanced multi-user transmission.
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Reducing Channel Dimension in MU-MIMO CSI Feedback Authors: Date: 2010-09-15 Nir Shapira et al, Celeno Communications
Abstract • CSI feedback overhead is a major issue in MU mode effectiveness • Last meeting [1] was presented. Reducing channel dimension per user was shown as a good method for grouping MU users for increased performance • Explicit Dimension Reduction (DR) was defined – AP notifies each user on its allocated dimension size • [1] showed that DR done locally by user has good performance with less management overhead • In this submission we present detailed suggestion for inclusion in Specification Framework document Nir Shapira et al, Celeno Communications
Explicit DR Principles • AP controls just the dimension size per user • AP sends dimension νk to the k’th user • νk ≤nk (nk number of user antennas) • User makes reduction operation on CSI feedback • User only sees channel from AP to user. DR decision is suboptimal • Simulations show ([1]) performance loss vs. a “know-all” user is small • User has several options to reduce dimension, amongst them: • Opt 1 (V/CV feedback): return first rows corresponding to best eigenmodes of V matrix • Opt 2 (CSI FB): receive chain (antenna) selection. User deletes rows of unused antennas from CSI matrix • Opt 3 (CSI FB) : Eigen-mode selection. User returns rows corresponding to largest eigenmodes of effective channel , where U is the receive matrix in the SVD of the channel matrix (H=UDV*) Nir Shapira et al, Celeno Communications
Group ID AID1 Detailed Suggestion • AP allocates dimension size νk per user • Allocation is part of MU group definition ([2]). • Allocation can be changed using dedicated action frame for dimension control: • Each user returns a channel of dimension νk as a response to subsequent NDPs • In case user belongs to several MU groups, it can have a different reduced dimension in each group AID2 … AIDN ν1 ν2 … νN AID stands for Associated Identifier AID may be replaced by some other field that identifies STAs Group ID ν1 ν2 … νN Nir Shapira et al, Celeno Communications
Override Reduction Option • Add bit in HTC field in sounding announcement to indicate DR override for the upcoming NDP • Enables AP to occasionally sound entire channel without having to redefine MU group Nir Shapira et al, Celeno Communications
Resolvable and non-Resolvable LTFs • With resolvable LTFs DR operation mainly effects sounding operation • AP is free to make any further DR decision on top of Users’. User can detect actual DR operation from LTFs in each DL-MU frame • In the non-resolvable case the AP must use entire reduced channel as returned by user • User must store DR information (DR receive matrix) for proper MU packet decoding Nir Shapira et al, Celeno Communications
Straw Poll #1 • Do you support adding dimension reduction capabilities, whereby the AP allocates dimension size per user and user performs dimension reduction operation to the specifications framework document (IEEE 802.11-09/0992)? Nir Shapira et al, Celeno Communications
Straw Poll #2 • Do you support controlling dimension size allocation by adding fields to MU Group definition frame, and by a specific Dimension Allocation action frame, as detailed in slide 4, to the specifications framework document (IEEE 802.11-09/0992)? Nir Shapira et al, Celeno Communications
Straw Poll #3 • Do you support adding a Reduction Override bit to NDP Announcement to enable AP to sound entire channel as detailed in slide 5, to the specifications framework document (IEEE 802.11-09/0992)? Nir Shapira et al, Celeno Communications
References [1] Nir Shapira, et. al., Channel Dimension Reduction in MU Operation, TGac, IEEE 802.11-10/0803r0 [2] Joonsuk Kim, et. al., Group ID Concept for Downlink MU_MIMO Transmission, TGac, IEEE 802.11-10/0073 Nir Shapira et al, Celeno Communications