{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T15:04:09Z","timestamp":1753887849713,"version":"3.41.2"},"reference-count":31,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2021,5,26]],"date-time":"2021-05-26T00:00:00Z","timestamp":1621987200000},"content-version":"vor","delay-in-days":145,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61601208"],"award-info":[{"award-number":["61601208"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Wireless Communications and Mobile Computing"],"published-print":{"date-parts":[[2021,1]]},"abstract":"<jats:p>In order to make the color of image display more realistic, optimize the use of energy, and improve the light efficiency of the module through reasonable spectral distribution, this paper proposes a backlight spectral optimization algorithm based on linear programming. With the goal of maximizing the backlight luminous efficiency, the theoretical maximum of the luminous efficiency of the backlight spectrum can be achieved by constructing a linear programming model. The research process is to obtain the optimal distribution of transmittance spectrum by linear programming method on the premise of ensuring the color gamut standard of display system. The results show that the light efficiency can be increased to 335.5\u2009lm\/W, while the original light efficiency of the system is less than 150\u2009lm\/W. With the goal of maximizing the light efficiency, light sources with narrow bandwidths such as lasers and quantum dot materials can be used to simulate and reconstruct these characteristic wavelengths. There will be easier to approach the ideal optimization spectrum and achieve the theoretical maximum luminous efficiency of 610.8\u2009lm\/W.<\/jats:p>","DOI":"10.1155\/2021\/9947288","type":"journal-article","created":{"date-parts":[[2021,5,26]],"date-time":"2021-05-26T20:36:05Z","timestamp":1622061365000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Application of Virtual Display Technology of LCD Backlight Spectrum Optimization Algorithm Based on Linear Programming"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2131-4722","authenticated-orcid":false,"given":"Yuan","family":"Cui","sequence":"first","affiliation":[]},{"given":"Zhuyang","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Cheng","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Qian","family":"Gao","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2021,5,26]]},"reference":[{"key":"e_1_2_9_1_2","doi-asserted-by":"publisher","DOI":"10.1002\/j.2168-0159.2014.tb00066.x"},{"key":"e_1_2_9_2_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2018.2886277"},{"key":"e_1_2_9_3_2","doi-asserted-by":"publisher","DOI":"10.1889\/1.2841864"},{"key":"e_1_2_9_4_2","first-page":"22","article-title":"Analysis of LCD backlight module and its components","volume":"1","author":"Zhang B.","year":"2009","journal-title":"Display Device Technology"},{"volume-title":"Research on LCD Display Characteristics Based on the LED Backlight","year":"2011","author":"Ye D.","key":"e_1_2_9_5_2"},{"key":"e_1_2_9_6_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.aej.2020.01.015"},{"key":"e_1_2_9_7_2","doi-asserted-by":"publisher","DOI":"10.1364\/AO.47.001947"},{"key":"e_1_2_9_8_2","first-page":"704","article-title":"Spectral reflectance reconstruction with nonlinear composite model of the metameric black","volume":"37","author":"Wang J. 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