New Automatic Modulation Classifier Using Cyclic-Spectrum Graphs With Optimal Training Features - 2018


A new feature-extraction paradigm for graph-based automatic modulation classification is proposed in this letter. Within the proposed new framework, the modulation features are optimally created using the Kullback-Leibler divergence of the dominant entries within the adjacency matrices related to the graph presentation of the cyclic spectra. Then, the Hamming distance is invoked to live the discrepancies between the features derived from the coaching and check knowledge to determine the modulation sort. The proposed algorithm, that can select the most distinguishable features, results in the promising solution to automatic modulation classification (AMC). Compared with the prevailing AMC approach based mostly on cyclic spectra, Monte Carlo simulation results demonstrate that the proposed AMC method using the new feature-extraction scheme is abundant more effective.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE :A new architecture of INC-fuzzy hybrid method for tracking maximumpower purpose in PV cellsABSTRACT:The importance and necessity of energy for human societies are so clear however the traditional sources of energy
PROJECT TITLE :Performance Analysis of a New Calibration Method for Fiber Nonlinearity Compensation - 2018ABSTRACT:Digital signal processing for fiber nonlinearity compensation could be a key enabler for the ever-increasing demand
PROJECT TITLE :New Bound on Partial Hamming Correlation of Low-Hit-Zone Frequency Hopping Sequences and Optimal Constructions - 2018ABSTRACT:During this letter, a brand new bound on partial Hamming correlation (PHC) of low-hit-zone
PROJECT TITLE :A New Construction of EVENODD Codes With Lower Computational Complexity - 2018ABSTRACT:EVENODD codes are binary array codes for correcting double disk failures in RAID-half-dozen with asymptotically optimal encoding
PROJECT TITLE :Low-Power and Fast Full Adder by Exploring New XOR and XNOR Gates - 2018ABSTRACT:In this paper, novel circuits for XOR/XNOR and simultaneous XOR-XNOR functions are proposed. The proposed circuits are highly optimized

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry