علوم و فناوری فضایی

علوم و فناوری فضایی

روندهای تحقیقاتی در به کارگیری هوش مصنوعی در اینترنت اشیاء مبتنی بر ماهواره: یک تحلیل علم سنجی

نوع مقاله : مقالة‌ مروری‌

نویسندگان
1 استادیار پژوهشی، گروه ارتباطات ماهوارهای،پژوهشکده فناوری ارتباطات،پژوهشگاه ارتباطات و فناوری اطلاعات، تهران، ایران
2 استادیار پژوهشی، پژوهشکده فناوری ارتباطات، پژوهشگاه ارتباطات و فناوری اطلاعات، تهران، ایران
3 شرکت دیده‌بان علم و فناوری، تهران، ایران
4 استادیار، گروه ارتباطات ماهواره ای- پژوهشکده فناوری ارتباطات-پژوهشگاه ارتباطات و فناوری اطلاعات
چکیده
امروزه با توجه به توسعه شبکه ­های هیبریدی مبتنی بر ماهواره که قادر به ارائه خدمات متنوع و جدید به اکثر نقاط کره زمین هستند، طراحان این گونه شبکه ­ها را به استفاده از فناوری­ های جدید ارتباطی مانند اینترنت اشیا و هوش مصنوعی برای بهبود عملکرد این دسته از شبکه‌ها تشویق می­ کند. در این مقاله با استفاده از ابزارهای علم سنجی، وضعیت نشریات علمی در زمینه «استفاده از هوش مصنوعی در  ماهواره مبتنی بر اینترنت اشیا » بررسی شده است. برای این منظور بیش از 475 سند پژوهشی منتشر شده مابین سال­ های 2013 تا 2023 میلادی در  پایگاه SCOPUS استخراج و با استفاده از ابزارهای نرم افزاری مانند Bibexcel  و VOSviewer مورد ارزیابی و تحلیل قرار گرفته است. بر اساس نتایج آماری، چین، هند و آمریکای شمالی جزو کشورهای برتر در این زمینه هستند. علاوه بر این، بر اساس یافته‌های ما، الگوهایی مانند یادگیری ماشین، یادگیری عمیق، یادگیری تقویتی، شبکه‌های عصبی و شبکه‌های عصبی کانولوشنال بیشترین استفاده را در این حوزه پژوهشی داشته‌اند.
کلیدواژه‌ها
موضوعات

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  • تاریخ دریافت 03 اسفند 1402
  • تاریخ بازنگری 31 فروردین 1403
  • تاریخ پذیرش 12 اردیبهشت 1403
  • تاریخ اولین انتشار 10 آذر 1403