Matches in SemOpenAlex for { <https://semopenalex.org/work/W3003422011> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W3003422011 abstract "Multiple-input multiple-output (MIMO) system relies on a feedback signal which holds channel state information (CSI) from receiver to the transmitter to do pre-coding for achieving better performance. However, sending CSI feedback at each time stamp for long duration is an overhead in the communication system. We introduce a deep reinforcement learning based channel estimation at receiver end for single user MIMO communication without CSI feedback. In this paper we propose to train the receiver with known pilot signals to analyse the stochastic behaviour of the wireless channel. The simulation on MIMO channel with additive white Gaussian noise (AWGN) shows that our proposed method can learn the different characteristics affecting the channel with limited number of pilot signals. Extensive experiments show that the proposed method was able to outperform the existing state-of-the-art end to end reinforcement learning method. The results demonstrate that the proposed method learns and predicts the stochastic time varying channel characteristic accurately at receiver's end." @default.
- W3003422011 created "2020-02-07" @default.
- W3003422011 creator A5013076376 @default.
- W3003422011 creator A5024491662 @default.
- W3003422011 creator A5027442901 @default.
- W3003422011 creator A5040171024 @default.
- W3003422011 creator A5063234710 @default.
- W3003422011 creator A5076741509 @default.
- W3003422011 date "2019-09-01" @default.
- W3003422011 modified "2023-09-30" @default.
- W3003422011 title "Client Side Channel State Information Estimation for MIMO Communication" @default.
- W3003422011 cites W1557486844 @default.
- W3003422011 cites W1623729836 @default.
- W3003422011 cites W1990005421 @default.
- W3003422011 cites W2036232287 @default.
- W3003422011 cites W2101178099 @default.
- W3003422011 cites W2113271807 @default.
- W3003422011 cites W2120103401 @default.
- W3003422011 cites W2166055977 @default.
- W3003422011 cites W2169802641 @default.
- W3003422011 cites W2600602093 @default.
- W3003422011 cites W2963385530 @default.
- W3003422011 cites W32403112 @default.
- W3003422011 doi "https://doi.org/10.23919/eecsi48112.2019.8976990" @default.
- W3003422011 hasPublicationYear "2019" @default.
- W3003422011 type Work @default.
- W3003422011 sameAs 3003422011 @default.
- W3003422011 citedByCount "1" @default.
- W3003422011 countsByYear W30034220112022 @default.
- W3003422011 crossrefType "proceedings-article" @default.
- W3003422011 hasAuthorship W3003422011A5013076376 @default.
- W3003422011 hasAuthorship W3003422011A5024491662 @default.
- W3003422011 hasAuthorship W3003422011A5027442901 @default.
- W3003422011 hasAuthorship W3003422011A5040171024 @default.
- W3003422011 hasAuthorship W3003422011A5063234710 @default.
- W3003422011 hasAuthorship W3003422011A5076741509 @default.
- W3003422011 hasConcept C127162648 @default.
- W3003422011 hasConcept C127413603 @default.
- W3003422011 hasConcept C148063708 @default.
- W3003422011 hasConcept C160562895 @default.
- W3003422011 hasConcept C178489894 @default.
- W3003422011 hasConcept C207987634 @default.
- W3003422011 hasConcept C24326235 @default.
- W3003422011 hasConcept C31258907 @default.
- W3003422011 hasConcept C38652104 @default.
- W3003422011 hasConcept C41008148 @default.
- W3003422011 hasConcept C49289754 @default.
- W3003422011 hasConcept C555944384 @default.
- W3003422011 hasConcept C76155785 @default.
- W3003422011 hasConcept C91330434 @default.
- W3003422011 hasConceptScore W3003422011C127162648 @default.
- W3003422011 hasConceptScore W3003422011C127413603 @default.
- W3003422011 hasConceptScore W3003422011C148063708 @default.
- W3003422011 hasConceptScore W3003422011C160562895 @default.
- W3003422011 hasConceptScore W3003422011C178489894 @default.
- W3003422011 hasConceptScore W3003422011C207987634 @default.
- W3003422011 hasConceptScore W3003422011C24326235 @default.
- W3003422011 hasConceptScore W3003422011C31258907 @default.
- W3003422011 hasConceptScore W3003422011C38652104 @default.
- W3003422011 hasConceptScore W3003422011C41008148 @default.
- W3003422011 hasConceptScore W3003422011C49289754 @default.
- W3003422011 hasConceptScore W3003422011C555944384 @default.
- W3003422011 hasConceptScore W3003422011C76155785 @default.
- W3003422011 hasConceptScore W3003422011C91330434 @default.
- W3003422011 hasLocation W30034220111 @default.
- W3003422011 hasOpenAccess W3003422011 @default.
- W3003422011 hasPrimaryLocation W30034220111 @default.
- W3003422011 hasRelatedWork W1963593543 @default.
- W3003422011 hasRelatedWork W2007175805 @default.
- W3003422011 hasRelatedWork W2048321699 @default.
- W3003422011 hasRelatedWork W2080643621 @default.
- W3003422011 hasRelatedWork W2166632935 @default.
- W3003422011 hasRelatedWork W2171988900 @default.
- W3003422011 hasRelatedWork W2767299482 @default.
- W3003422011 hasRelatedWork W3096723356 @default.
- W3003422011 hasRelatedWork W3190774574 @default.
- W3003422011 hasRelatedWork W4292070657 @default.
- W3003422011 isParatext "false" @default.
- W3003422011 isRetracted "false" @default.
- W3003422011 magId "3003422011" @default.
- W3003422011 workType "article" @default.