2013
DOI: 10.3390/s130404327
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Nonlinear Detection for a High Rate Extended Binary Phase Shift Keying System

Abstract: The algorithm and the results of a nonlinear detector using a machine learning technique called support vector machine (SVM) on an efficient modulation system with high data rate and low energy consumption is presented in this paper. Simulation results showed that the performance achieved by the SVM detector is comparable to that of a conventional threshold decision (TD) detector. The two detectors detect the received signals together with the special impacting filter (SIF) that can improve the energy utilizat… Show more

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Cited by 5 publications
(4 citation statements)
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References 25 publications
(23 reference statements)
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“…As a matter of fact, BPSK uses phase variation of the carrier signal according to the input data to differentiate the bits '0' and '1'. BPSK is a well known method for modulation which uses finite number of phase where each phase is allocated a special pattern of binary digits [8]. This sequence of bits forms the symbol that is depicted by the particular phase.…”
Section: System Modelmentioning
confidence: 99%
See 1 more Smart Citation
“…As a matter of fact, BPSK uses phase variation of the carrier signal according to the input data to differentiate the bits '0' and '1'. BPSK is a well known method for modulation which uses finite number of phase where each phase is allocated a special pattern of binary digits [8]. This sequence of bits forms the symbol that is depicted by the particular phase.…”
Section: System Modelmentioning
confidence: 99%
“…The ever increasing need for more frequency resources has compelled the researchers to look for a solution. But most of the higher level modulation techniques produce denser constellations which in turn makes the system complex and energy inefficient [8]. Extended Binary phase shift keying has thus been proposed as an energy efficient solution to the problem.…”
Section: System Modelmentioning
confidence: 99%
“…The binary phase shift keying, or BPSK, is known as the simplest form of digital phase modulation. The signal in this digital phase modulation is a sequence of ones and zeros, thus the term binary [5]. The carrier signal is directly phase modulated in this digital phase modulation.…”
Section: Introductionmentioning
confidence: 99%
“…In reality, fabricating MEMS beams of ideal anchors with the precise intended design dimensions is hard to achieve practically due to fabrication imperfections, such as undercuts near anchors and initial deformation of MEMS beams due to residual stresses. Small deviations from the ideal conditions indeed occur at the ends [ 24 , 25 ]. The concept of non-ideal boundary conditions has been proposed to be applied to micro/nano-resonator systems [ 11 , 26 ].…”
Section: Introductionmentioning
confidence: 99%