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Pilot-assisted ergodic interference alignment for wireless networks
KTH, Skolan för elektro- och systemteknik (EES), Kommunikationsteori. KTH, Skolan för elektro- och systemteknik (EES), Centra, ACCESS Linnaeus Centre.ORCID-id: 0000-0001-9853-2977
KTH, Skolan för elektro- och systemteknik (EES), Kommunikationsteori. KTH, Skolan för elektro- och systemteknik (EES), Centra, ACCESS Linnaeus Centre.ORCID-id: 0000-0002-7926-5081
2014 (Engelska)Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

This paper considers the ergodic block fading multi-user Gaussian interference channel (IC) in which each source desires to communicate to an intended destination. We assume that there is no CSI a priori available at terminals. We develop achievable rate results and compute the associated degrees of freedom by using a pilot-assisted interference alignment scheme. In this scheme, each source first sends known pilot symbols via which the destinations estimate channel gains,  and the destinations then broadcast the estimated channel gains via orthogonal feedback channels. The estimated channel gains are used to perform interference alignment for data transmission. The pilot transmission power can be different from the data transmission power. By allocating more power to pilot transmission, channel gains can be estimated more accurately which implies less power left for data transmission. We find the optimum power allocation to pilot symbols and data symbols. Our study recommends, in large networks, to allocate more power to channel training instead of data transmission. In addition, our results reveal that for a K-user ergodic IC with a coherence time T, the total degrees of freedom 1/2Kopt(1-Kopt/T) is achievable, where Kopt=min{K,T/2} is the optimum number of users selected to be active in the network. This recommends to perform a user selection in large networks (K>T/2), and apply channel training and interference alignment within the set of selected users.

Ort, förlag, år, upplaga, sidor
2014. s. -6190
Serie
International Conference on Acoustics Speech and Signal Processing ICASSP ; 1520-6149
Nyckelord [en]
Interference alignment, pilot, training, channel estimation, power control
Nationell ämneskategori
Kommunikationssystem Signalbehandling Telekommunikation
Forskningsämne
Nationalekonomi
Identifikatorer
URN: urn:nbn:se:kth:diva-143784DOI: 10.1109/ICASSP.2014.6854793ISI: 000343655306044Scopus ID: 2-s2.0-84905270226ISBN: 978-1-4799-2893-4 (tryckt)ISBN: 978-147992892-7 OAI: oai:DiVA.org:kth-143784DiVA, id: diva2:708661
Konferens
2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014; Florence; Italy; 4 May 2014 through 9 May 2014
Anmärkning

QC 20150123

Tillgänglig från: 2014-03-28 Skapad: 2014-03-28 Senast uppdaterad: 2015-01-23Bibliografiskt granskad

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Farhadi, HamedSkoglund, Mikael

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Farhadi, HamedSkoglund, Mikael
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KommunikationsteoriACCESS Linnaeus Centre
KommunikationssystemSignalbehandlingTelekommunikation

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