Scientific Programming · 2020 · 13 citations · 25 references
ComputingElectrical EngineeringInformation TechnologyDigital CommunicationInternet Of ThingsWireless CommunicationsDigital Signal ProcessingMobile CommunicationMobile Health ApplicationsSignal ProcessingWireless Communication ProtocolsWireless NetworksDemodulationFourier TransformKey Performance IndicatorsSpectral EfficiencyWaveform DesignWavelet AnalysisWavelet TransformWireless Communication Systems
The heart of the current wireless communication systems (including 5G) is the Fourier transform-based orthogonal frequency division multiplex (OFDM). Over time, a lot of research has proposed the wavelet transform-based OFDM as a better replacement of Fourier in the physical layer solutions because of its performance and ability to support network-intensive applications such as the Internet of Things (IoT). In this paper, we weigh the wavelet transform performances against the future wireless application system requirements and propose guidelines and approaches for wavelet applications in 5G waveform design. This is followed by a detailed impact on healthcare. Using an image as the test data, a comprehensive performance comparison between Fourier transform and various wavelet transforms has been done considering the following 5G key performance indicators (KPIs): energy efficiency, modulation and demodulation complexity, reliability, latency, spectral efficiency, effect of transmission/reception under asynchronous transmission, and robustness to time-/frequency-selective channels. Finally, the guidelines for wavelet transform use are presented. The guidelines are sufficient to serve as approaches for tradeoffs and also as the guide for further developments.
25
Theodore S. Rappaport, George R. MacCartney, Mathew K. Samimi et al. · IEEE Transactions on Communications · 2015 · 1.6K citations · Full text
OFDM and Its Wireless Applications: A Survey
Taewon Hwang, Chenyang Yang, Gang Wu et al. · IEEE Transactions on Vehicular Technology · 2008 · 1K citations
Meryem Simsek, Adnan Aijaz, Mischa Döhler et al. · IEEE Journal on Selected Areas in Communications · 2016 · 767 citations · Full text