2018
DOI: 10.1063/1.5039025
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Research on synchronization technology of frequency hopping communication system

Abstract: Figure 1: Left: the framework of knowledge distillation (KD). KD introduces an extra distillation loss, transferring knowledge from the teacher model. Middle: a conceptual sketch of flat and sharp local minima [22, 13]. The Y-axis denotes the loss value, and the X-axis the network parameters. The considerable sensitivity of the training loss at sharp minima damages the generalization on test data. In this paper, we discover that knowledge distillation (KD) benefits the student baseline (CE) with flatter minima… Show more

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Cited by 5 publications
(4 citation statements)
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“…In a serial search acquisition method, the received spreading PN sequence used at the transmitter is correlated with the one that is used at the receiver and periodically delayed until a set threshold is attained. Once this threshold is attained, acquisition is declared and the declaration of acquisition initiates tracking [11].…”
Section: Issn 2286-2455mentioning
confidence: 99%
“…In a serial search acquisition method, the received spreading PN sequence used at the transmitter is correlated with the one that is used at the receiver and periodically delayed until a set threshold is attained. Once this threshold is attained, acquisition is declared and the declaration of acquisition initiates tracking [11].…”
Section: Issn 2286-2455mentioning
confidence: 99%
“…the PN sequence to at least within a time period of the PN sequence used to generate the carrier frequency at the receiver. Code tracking involves further refi ning the acquired PN sequence improving its accuracy to less than half the time period of the transmitted signal [7,8].…”
Section: Serial Search Code Acquisition Of Fhss Systemmentioning
confidence: 99%
“…The paper concentrates on demonstrating a means of code tracking on Frequency Hopping Spread Spectrum (FHSS) systems. The tracking deals with correction of timing offsets and frequency offsets of the clock running the code generators [7]. Although acquisition is an essential first step before tracking can commence, there is no in depth treatment of acquisition methods.…”
Section: Introductionmentioning
confidence: 99%