TY - GEN
T1 - Capacity of distributed opportunistic scheduling in heterogeneous networks
AU - Kampeas, Joseph
AU - Cohen, Asaf
AU - Gurewitz, Omer
PY - 2012/12/1
Y1 - 2012/12/1
N2 - In this work, we design and analyze novel distributed scheduling algorithms for multi-user MIMO systems. In particular, we consider algorithms which do not require sending Channel State Information (CSI) to a central processing unit, nor do they require communication between the users themselves, yet, we prove their performance closely approximates that of a centrally-controlled system, which is able to schedule the strongest user in each time-slot. Our analysis is based on a novel application of the Point-Process approximation. This novel technique allows us to examine non-homogeneous cases, such as non-identically distributed users, or handling various Quality of Service (QoS) considerations, and give exact expressions for the capacity of the system under these schemes, solving analytically problems which to date had been open. Possible applications include, but are not limited to, modern 4G networks such as 3GPP LTE, or random access protocols.
AB - In this work, we design and analyze novel distributed scheduling algorithms for multi-user MIMO systems. In particular, we consider algorithms which do not require sending Channel State Information (CSI) to a central processing unit, nor do they require communication between the users themselves, yet, we prove their performance closely approximates that of a centrally-controlled system, which is able to schedule the strongest user in each time-slot. Our analysis is based on a novel application of the Point-Process approximation. This novel technique allows us to examine non-homogeneous cases, such as non-identically distributed users, or handling various Quality of Service (QoS) considerations, and give exact expressions for the capacity of the system under these schemes, solving analytically problems which to date had been open. Possible applications include, but are not limited to, modern 4G networks such as 3GPP LTE, or random access protocols.
UR - http://www.scopus.com/inward/record.url?scp=84875754478&partnerID=8YFLogxK
U2 - 10.1109/Allerton.2012.6483361
DO - 10.1109/Allerton.2012.6483361
M3 - Conference contribution
SN - 9781467345385
T3 - 2012 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012
SP - 1246
EP - 1253
BT - 2012 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012
T2 - 2012 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012
Y2 - 1 October 2012 through 5 October 2012
ER -