{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,12]],"date-time":"2025-10-12T04:33:22Z","timestamp":1760243602113,"version":"build-2065373602"},"reference-count":28,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2012,2,17]],"date-time":"2012-02-17T00:00:00Z","timestamp":1329436800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Algorithms"],"abstract":"<jats:p>This paper presents a genetic-based control scheme that not only utilizes evolutionary characteristics to find the signal acquisition parameters, but also employs an adaptive scheme to control the search space and avoid the genetic control converging to local optimal value so as to acquire the desired signal precisely and rapidly. Simulations and experiment results show that the proposed method can improve the precision of signal parameters and take less signal acquisition time than traditional serial search methods for global navigation satellite system (GNSS) signals.<\/jats:p>","DOI":"10.3390\/a5010056","type":"journal-article","created":{"date-parts":[[2012,2,17]],"date-time":"2012-02-17T11:01:05Z","timestamp":1329476465000},"page":"56-75","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Application of Genetic Control with Adaptive Scaling Scheme to Signal Acquisition in Global Navigation Satellite System Receiver"],"prefix":"10.3390","volume":"5","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5468-8507","authenticated-orcid":false,"given":"Chung-Liang","family":"Chang","sequence":"first","affiliation":[{"name":"Department of Biomechatronics Engineering, National Pingtung University of Science and Technology, Pingtung County, Taiwan 91201, ROC"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ho-Nien","family":"Shou","sequence":"additional","affiliation":[{"name":"Department of Avionics Communication & Electronics, Air Force Institute of Technology, Kaohsiung County, Taiwan 82047, ROC"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2012,2,17]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Parkinson, B.W., and Spilker, J.J. 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Averaging Correlation for C\/A Code Acquisition and Tracking in Frequency Domain. Proceeding of the IEEE Midwest Symposium on Circuits and Systems, Dayton, OH, USA."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"168","DOI":"10.1007\/s10291-003-0070-6","article-title":"Fast direct GPS P-code acquisition","volume":"7","author":"Pang","year":"2003","journal-title":"GPS Solut."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1049\/ip-rsn:20045096","article-title":"Fast FFT based GPS satellite acquisition methods","volume":"152","author":"Akopian","year":"2005","journal-title":"IEE Proc Radar Sonar Navig."},{"key":"ref_8","unstructured":"Wilde, W.D.E., Sleewaegen, J.M., Simsky, A., Vandewiele, C., Peeters, E., Grauwen, J., and Boon, F. (2006, January 8-10). New Fast Signal Acquisition Unit for GPS\/Galileo Receivers. Proceeding of the ENC GNSS, Manchester, UK."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1007\/PL00012829","article-title":"Benefits of software GPS receivers for enhanced signal processing","volume":"4","author":"Brown","year":"2000","journal-title":"GPS Solut."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"376","DOI":"10.1049\/iet-rsn:20070147","article-title":"Fast acquisition implementation for high sensitivity global positioning systems receivers based on joint and reduced space search","volume":"2","author":"Sagiraju","year":"2008","journal-title":"IET Radar Sonar Navi."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"293","DOI":"10.1007\/s10291-009-0122-7","article-title":"A new multi-C\/A code acquisition method for GPS","volume":"13","author":"Jan","year":"2009","journal-title":"GPS Solut."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1080\/02533839.2010.9671625","article-title":"Using fuzzy logic controller with adaptive detection scheme for fast acquisition of satellite navigation signals","volume":"33","author":"Chang","year":"2010","journal-title":"J. Chin. Inst. Eng."},{"key":"ref_13","unstructured":"Bagley, J.D. (1967). The Behavior of Adaptive Systems Which Employ Genetic and Correlative Algorithms. [Ph.D. Dissertation, University of Michigan]."},{"key":"ref_14","unstructured":"Holland, J.H. (1975). Adaptation in Natural and Artificial Systems, University of Michigan Press."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"410","DOI":"10.3390\/a2010410","article-title":"Genetic algorithms in application to the geometry optimization of nanoparticles","volume":"2","author":"Dugan","year":"2009","journal-title":"Algorithms"},{"key":"ref_16","unstructured":"De Jong, K.A. (1975). An Analysis of the Behavior of a Class of Genetic Adaptive Systems. [Ph.D. Dissertation, University of Michigan]."},{"key":"ref_17","unstructured":"Goldberg, D.E. (1989). Genetic Algorithms in Search, Optimization and Machine Learning, Addison-Wesley."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1109\/72.265956","article-title":"An introduction to simulated evolutionary optimization","volume":"5","author":"Fogel","year":"1994","journal-title":"IEEE Trans. Neural. Netw."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"282","DOI":"10.3390\/a2010282","article-title":"Recognizing human activities from sensors using hidden Markov models constructed by feature selection techniques","volume":"2","author":"Cilla","year":"2009","journal-title":"Algorithms"},{"key":"ref_20","unstructured":"Chang, C.L., Shou, H.N., and Juang, J.C. (2009, January 18-21). Application of Innovation-Based Genetic Control Scheme to Signal Acquisition for Global Navigation Satellite Systems. Proceedings of theICROS-SICE International Joint Conference, Fukuoka, Japan."},{"key":"ref_21","unstructured":"(1991). Interface Control Document ICD-GPS-200, Rockwell International Corporation."},{"key":"ref_22","unstructured":"Galileo Open Service Signal-In-Space Interface Control Document (OS SIS ICD). Available online:http:\/\/ec.europa.eu\/enterprise\/policies\/satnav\/galileo\/open-service\/index_en.htm."},{"key":"ref_23","doi-asserted-by":"crossref","unstructured":"Zigangirov, K.S. (2004). Theory of Code Division Multiple Access Communication, IEEE Press, Wiley.","DOI":"10.1002\/047165549X"},{"key":"ref_24","unstructured":"Torrieri, D. (2004). Principles of Spread-Spectrum Communication Systems, Springer."},{"key":"ref_25","unstructured":"Barket, M. (2005). Signal Detection and Estimation, Artech House. [2nd]."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"795","DOI":"10.1109\/TAES.1974.307886","article-title":"Mean-level detection of nonfluctuating signals","volume":"AES-10","author":"Dillard","year":"1974","journal-title":"IEEE Trans. Aerosp. Electron. Syst."},{"key":"ref_27","unstructured":"Davis, L. (1991). Handbook of Genetic Algorithms, Van Nostrand Reinhold."},{"key":"ref_28","unstructured":"Borre, K., Akos, D.M., Bertelsen, N., Rinder, P., and Jensen, S.H. (2007). A Software-Defined GPS and Galileo Receiver: A Signal-Frequency Approach, Birkhauser Boston."}],"container-title":["Algorithms"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/1999-4893\/5\/1\/56\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T21:48:57Z","timestamp":1760219337000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/1999-4893\/5\/1\/56"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,2,17]]},"references-count":28,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2012,3]]}},"alternative-id":["a5010056"],"URL":"https:\/\/doi.org\/10.3390\/a5010056","relation":{},"ISSN":["1999-4893"],"issn-type":[{"type":"electronic","value":"1999-4893"}],"subject":[],"published":{"date-parts":[[2012,2,17]]}}}