Search Results for author: Thushan Sivalingam

Found 4 papers, 0 papers with code

Decomposition Based Interference Management Framework for Local 6G Networks

no code implementations9 Oct 2023 Samitha Gunarathne, Thushan Sivalingam, Nurul Huda Mahmood, Nandana Rajatheva, Matti Latva-aho

Managing inter-cell interference is among the major challenges in a wireless network, more so when strict quality of service needs to be guaranteed such as in ultra-reliable low latency communications (URLLC) applications.

Management

Predictive Resource Allocation for URLLC using Empirical Mode Decomposition

no code implementations4 Apr 2023 Chandu Jayawardhana, Thushan Sivalingam, Nurul Huda Mahmood, Nandana Rajatheva, Matti Latva-aho

It is found that such a decomposition-based prediction method reduces the root mean squared error of the prediction by $20 - 25\%$.

Management

Wireless End-to-End Image Transmission System using Semantic Communications

no code implementations27 Feb 2023 Maheshi Lokumarambage, Vishnu Gowrisetty, Hossein Rezaei, Thushan Sivalingam, Nandana Rajatheva, Anil Fernando

Semantic communication is considered the future of mobile communication, which aims to transmit data beyond Shannon's theorem of communications by transmitting the semantic meaning of the data rather than the bit-by-bit reconstruction of the data at the receiver's end.

Decoder Quantization +1

Deep Learning-Based Active User Detection for Grant-free SCMA Systems

no code implementations21 Jun 2021 Thushan Sivalingam, Samad Ali, Nurul Huda Mahmood, Nandana Rajatheva, Matti Latva-aho

Grant-free random access and uplink non-orthogonal multiple access (NOMA) have been introduced to reduce transmission latency and signaling overhead in massive machine-type communication (mMTC).

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