INTELLIGENT ANALYSIS OF CCTV CAMERAS IMAGES AND DEVELOPMENT OF AN ALGORITHM FOR CONTROLLING THE TRAFFIC LIGHTS INSTALLED ON ROADS BASED ON A KNOWLEDGE BASE
Keywords:
Intelligent transportation systems, computer vision, traffic, CCTV, IoT, traffic light, fuzzy sets.Abstract
In this scientific research work, as a solution to traffic jams observed on the streets of Tashkent today, an algorithm for controlling the traffic lights installed at the intersection based on the rules of Fuzzy Logic was analyzed intelligently from the data collected by CCTV cameras. The traffic jam observed on the roads causes great inconvenience to road users. This process is especially visible during the peak hours of the day. In addition, it is natural that fuel consumption during traffic jams and harmful gas emitted by motor vehicles are somewhat harmful to the environment. As part of this article, a number of proposals have been made as a conclusion to such problems.
Downloads
References
“Intelligent Video Surveillance and Data Analysis”. 2023. https://dzen.ru/a/ZRazVegn6WxS6wym.
Kuchkorov, T., Khamzaev, J., Allamuratova, Z., & Ochilov, T. (2021, November). “Traffic and road sign recognition using deep convolutional neural network”. In 2021 International Conference on Information Science and Communications Technologies (ICISCT) (pp. 1-5). IEEE.
Alpamis Kutlimuratov, Jamshid Khamzaev, Temur Kuchkorov, Muhammad Shahid Anwar and Ahyoung Choi. “Applying Enhanced Real-Time Monitoring and Counting Method for Effective Traffic Management in Tashkent”. Sensors 2023, 23, 5007. https://doi.org/ 10.3390/s23115007
4. Allamov O.T., "Methods and Algorithms for Solving the Route Selection Problem Based on Graph Theory." Dissertation. Tashkent, 2018.
Abdukarimovna, R. K. (2024, May). A Healthy Lifestyle is a Guarantee of Long Life. In International Congress on Biological, Physical And Chemical Studies (ITALY) (pp. 63-68).
Raximova, X. (2024). SACHRATQI (CICHORIUM INTYBUS) O ‘SIMLIGINING FARMATSEVTIK XUSUSIYATLARI VA QO ‘LLANILISHI. Евразийский журнал медицинских и естественных наук, 4(5), 199-206.
Raximova, X. A., & Ilshodovna, X. M. (2023). SEMIZLIKNI XALQ TABOBATI YOʻLI BILAN DAVOLASH. SO ‘NGI ILMIY TADQIQOTLAR NAZARIYASI, 6(10), 106-109.
Abdukarimovna, R. K. (2023). THE IMPORTANCE OF THE MEDICINAL GUAVA PLANT FRUIT IN MEDICINE. World Bulletin of Public Health, 18, 43-45.
Abdukarimovna, R. X., Baxromjon o’gli, S. A., & GIPOTENZIV, D. V. ILM-FAN TARAQQIYOTIDA ZAMONAVIY METODLARNING QO'LLANISHI. RESPUBLIKA ILMIY-AMALIY ONLINE KONFERENSIYA, 78-83.
Parpieva, O. R., Mamatkulova, M. T., Ruzibaeva, E. R., Rakhimova, H. A., Meliboeva, F. M., & Abdurazakova, I. A. Clinical Features, Course Of Coronavirus Infection, Complications And Nature Of Post-Covid Syndrome In Children In The City Of Fergana. Journal of Advanced Zoology, 44, 508.
Abdukarimovna, R. X., & Baxromjon o’gli, S. A. (2021). L-TIROKSIN 50 BERLIN-XEMI DORI VOSITASINING ORGANIZMGA TASIRI. ILM-FAN TARAQQIYOTIDA ZAMONAVIY METODLARNING QO'LLANISHI" RESPUBLIKA ILMIY-AMALIY ONLINE KONFERENSIYASI, 215-219.
Abdukarimovna, R. X., & SAMARALI, V. G. B. N. D. (2022). USULLARI//«. ИНТЕРНАУКА» Научный журнал, 10(233), 15-17.
Abdukarimovna, R. X., Baxtiyorjonovna, A. M., & Ilshodovna, X. M. (2023). GELMINTLARNI ORGANIZIMGA TUSHISH YOʻLLARI, ALOMATLARI VA XALQ TABOBATIDA DAVOLASH USULLARI. SCIENTIFIC APPROACH TO THE MODERN EDUCATION SYSTEM, 2(14), 267-272.
Abdukarimovna, R. H. (2022). Adverse Changes in the Cardiovascular System Observed when using a Combination of Antihypertensive Drugs. Central Asian Journal of Medical and Natural Science, 3(2), 478-481.
Xasanboeva, N., & Raximova, X. (2023). B12 VITAMINI YETISHMOVCHILIGI VA UNI DAVOLASHDA QO ‘LLANILADIGAN DORI VOSITALARI. Евразийский журнал медицинских и естественных наук, 3(5), 267-273.
Abdukarimovna, R. X., & Ilshodovna, X. M. (2023). VIRUSLI GEPATIT B NI DAVOLASHDA DORI VOSITALARI BILAN BIRGA ZUBTURUM O ‘SIMLIGINI QO ‘LLASHNING SAMARASI. SCIENTIFIC ASPECTS AND TRENDS IN THE FIELD OF SCIENTIFIC RESEARCH, 1(9), 3-6.
