A novel time of arrival estimation algorithm using an energy detector receiver in MMW systems

Simple item page
dc.contributor.authorLiang, Xiaolin
dc.contributor.authorZhang, Hao
dc.contributor.authorLyu, Tingting
dc.contributor.authorXiao, Han
dc.contributor.authorGulliver, Thomas Aaron
dc.date.accessioned2019-03-02T16:42:21Z
dc.date.available2019-03-02T16:42:21Z
dc.date.copyright2017en_US
dc.date.issued2017
dc.description.abstractThis paper presents a new time of arrival (TOA) estimation technique using an improved energy detection (ED) receiver based on the empirical mode decomposition (EMD) in an impulse radio (IR) 60 GHz millimeter wave (MMW) system. A threshold is employed via analyzing the characteristics of the received energy values with an extreme learning machine (ELM). The effect of the channel and integration period on the TOA estimation is evaluated. Several well-known ED-based TOA algorithms are used to compare with the proposed technique. It is shown that this ELM-based technique has lower TOA estimation error compared to other approaches and provides robust performance with the IEEE 802.15.3c channel models.en_US
dc.description.reviewstatusRevieweden_US
dc.description.scholarlevelFacultyen_US
dc.description.sponsorshipThis work was funded by the Nature Science Foundation of China (41527901), Major Program of China's Second Generation Satellite Navigation System (GF**********03), Fundamental Research Funds for the Central Universities (201713018), National High Technology Research and Development Program of China (2012AA061403), National Science and Technology Pillar Program during the Twelfth Five-year Plan Period (2014BAK12B00), National Natural Science Foundation of China (61501424), National Natural Science Foundation of China (61701462), Ao Shan Science and Technology Innovation Project of Qingdao National Laboratory for Marine Science and Technology (2017ASKJ01), and the Qingdao Science and Technology Plan (17-1-1-7-jch).en_US
dc.identifier.citationLiang, X.; Zhang, H.; Lyu, T.; Xiao, H.; & Gulliver, T. A. (2017). A novel time of arrival estimation algorithm using an energy detector receiver in MMW systems. EURASIP Journal on Advances in Signal Processing, 2017, 83. DOI: 10.1186/s13634-017-0520-xen_US
dc.identifier.urihttps://doi.org/10.1186/s13634-017-0520-x
dc.identifier.urihttp://hdl.handle.net/1828/10630
dc.language.isoenen_US
dc.publisherEURASIP Journal on Advances in Signal Processingen_US
dc.subjectempirical mode decomposition (EMD)en_US
dc.subjectimpulse radio (IR)en_US
dc.subjectenergy detection (ED)en_US
dc.subjectmillimeter wave (MMW)en_US
dc.subjecttime of arrival (TOA)en_US
dc.titleA novel time of arrival estimation algorithm using an energy detector receiver in MMW systemsen_US
dc.typeArticleen_US

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
liang_xiaolin_eurasipjadvsigpr_2017.pdf
Size:
1.06 MB
Format:
Adobe Portable Document Format
Description:
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.71 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

Faculty Publications (Engineering and Computer Science)
 
University of Victoria Libraries

We acknowledge and respect the Lək̓ʷəŋən (Songhees and Esquimalt) Peoples on whose territory the university stands, and the Lək̓ʷəŋən and W̱SÁNEĆ Peoples whose historical relationships with the land continue to this day.