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Wideband spectrum sensing technique based on multitask compressive sensing
2016 IEEE Symposium on Computers and Communication (ISCC), 2016Sensing the spectrum is the central operation to enable cognitive users to identify the spectrum occupancy. Wideband spectrum sensing enables detecting occupancy at different bands. In this paper, we propose a wavelet based multitask compressive sensing (WMCS) algorithm for constructing the spectrum edges directly from the compressive measurement.
Osama Elnahas, Maha Elsabrouty
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Cooperative wideband spectrum sensing based on sequential compressed sensing
Journal of Electronics (China), 2011Compressed sensing offers a new wideband spectrum sensing scheme in Cognitive Radio (CR). A major challenge of this scheme is how to determinate the required measurements while the signal sparsity is not known a priori. This paper presents a cooperative sensing scheme based on sequential compressed sensing where sequential measurements are collected ...
Bin Gu, Zhen Yang, Haifeng Hu
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DISCRIMINATING STATISTICAL FEATURE FOR WIDEBAND SPECTRUM SENSING
REVUE ROUMAINE DES SCIENCES TECHNIQUES — SÉRIE ÉLECTROTECHNIQUE ET ÉNERGÉTIQUE, 2023Spectrum-aware devices and cognitive radios with wideband spectrum sensing will be an integral part of 5G or beyond wireless broadband. They must be fast and energy efficient for opportunistic dynamic access to the licensed spectrum. Compressed sensing (CS) methods can implement wideband sensing with reduced time and power consumption but are ...
ASHWINI KUMAR VARMA +3 more
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Frugal Sensing: Wideband Power Spectrum Sensing From Few Bits
IEEE Transactions on Signal Processing, 2013Wideband spectrum sensing is a key requirement for cognitive radio access. It now appears increasingly likely that spectrum sensing will be performed using networks of sensors, or crowd-sourced to handheld mobile devices. Here, a network sensing scenario is considered, where scattered low-end sensors filter and measure the average signal power across a
Omar Mehanna, Nicholas D. Sidiropoulos
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Wideband spectrum sensing based on coprime sampling
2015 22nd International Conference on Telecommunications (ICT), 2015In wideband compressive spectrum sensing, when the number of occupied subbands in the monitored wideband increases, the existing compressive sensing approaches have to raise the sampling rate to maintain a desired sensing performance. What is worse, that will add computational complexity of the following signal reconstruction.
Shiyu Ren +3 more
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Wideband Spectrum Sensing Techniques
2015From a physical standpoint, the distinguishing feature of a cognitive radio (CR) is the spectrum sensing unit (SSU). The SSU must be designed in such a way that it can scan the entire frequency spectrum and locate unused channels. The location of unused channels is not a trivial task for two main reasons. First, the frequency spectrum band may be large
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Method and apparatus for wideband spectrum sensing
2023Examples of wideband spectrum sensing techniques for cognitive radio are provided. The techniques permit undersampling (e.g., sub-Nyquist sampling) the spectrum band, which permits use of more cost effective electronic components (e.g., lower frequency analog-to-digital converters (ADC)). The techniques permit determination of whether there are any (or
Laneman, J. Nicholas, Sun, Zhanwei
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Low-power architecture for wideband spectrum sensing
2012 3rd International Workshop on Cognitive Information Processing (CIP), 2012In this paper, a novel power efficient architecture for detecting the spectral holes over a very high bandwidth is proposed. Wideband spectrum sensing poses serious challenges for low-power spectrum sharing radios (for e.g., cognitive radio) which cannot afford to use high-rate Analog-to-Digital Converters (ADCs) to sample the signals at Nyquist rate ...
Sundeep Prabhakar Chepuri +2 more
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Wideband Digital Channelizer based on Spectrum Sensing
2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC), 2020A Software Defined Radio (SDR) has advanced significantly in all fields including military and mobile communications. In this paper, main requirement of a SDR is presented to effectively channelize the wideband input signal into sub-bands. A channelizer splits a broadband input signal into independent signals.
Bindu H M, Kiran A Gupta
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How wideband receiver nonlinearities impact spectrum sensing
2013 IEEE Global Conference on Signal and Information Processing, 2013Wideband receivers are appealing for cognitive radio spectrum sensing as they allow sensing multiple subbands in parallel. However, wideband radio front-end circuits introduce various impairments into the received signal, which make detection of unoccupied bands difficult.
Eric Rebeiz, Danijela Cabric
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