TY - JOUR
T1 - Negligible Cooperation
T2 - Contrasting the Maximal- And Average-Error Cases
AU - Noorzad, Parham
AU - Langberg, Michael
AU - Effros, Michelle
N1 - Publisher Copyright:
© 1963-2012 IEEE.
PY - 2021/9
Y1 - 2021/9
N2 - In communication networks, cooperative strategies are coding schemes where network nodes work together to improve performance metrics such as the total rate delivered across the network. This work studies encoder cooperation in the setting of a discrete multiple access channel (MAC) with two encoders and a single decoder. A network node, here called the cooperation facilitator (CF), that is connected to both encoders via rate-limited links, enables the cooperation strategy. Previous work by the authors presents two classes of MACs: (i) one class where the average-error sum-capacity has an infinite derivative in the limit where CF output link capacities approach zero, and (ii) a second class of MACs where the maximal-error sum-capacity is not continuous at the point where the output link capacities of the CF equal zero. This work contrasts the power of the CF in the maximal- and average-error cases, showing that a constant number of bits communicated over the CF output link can yield a positive gain in the maximal-error sum-capacity, while a far greater number of bits, even a number that grows sublinearly in the blocklength, can never yield a non-negligible gain in the average-error sum-capacity.
AB - In communication networks, cooperative strategies are coding schemes where network nodes work together to improve performance metrics such as the total rate delivered across the network. This work studies encoder cooperation in the setting of a discrete multiple access channel (MAC) with two encoders and a single decoder. A network node, here called the cooperation facilitator (CF), that is connected to both encoders via rate-limited links, enables the cooperation strategy. Previous work by the authors presents two classes of MACs: (i) one class where the average-error sum-capacity has an infinite derivative in the limit where CF output link capacities approach zero, and (ii) a second class of MACs where the maximal-error sum-capacity is not continuous at the point where the output link capacities of the CF equal zero. This work contrasts the power of the CF in the maximal- and average-error cases, showing that a constant number of bits communicated over the CF output link can yield a positive gain in the maximal-error sum-capacity, while a far greater number of bits, even a number that grows sublinearly in the blocklength, can never yield a non-negligible gain in the average-error sum-capacity.
KW - Capacity region continuity
KW - cooperation facilitator
KW - edge removal problem
KW - maximal-error capacity region
KW - multiple access channel
UR - http://www.scopus.com/inward/record.url?scp=85112232929&partnerID=8YFLogxK
U2 - 10.1109/TIT.2021.3093891
DO - 10.1109/TIT.2021.3093891
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AN - SCOPUS:85112232929
SN - 0018-9448
VL - 67
SP - 5885
EP - 5902
JO - IEEE Transactions on Information Theory
JF - IEEE Transactions on Information Theory
IS - 9
M1 - 9469892
ER -