๐Ÿน STUDY/Tech Stack 3

์›น์–ด์…ˆ๋ธ”๋ฆฌ(WebAssembly)

https://developer.mozilla.org/en-US/docs/WebAssembly WebAssembly | MDN WebAssembly is a new type of code that can be run in modern web browsers — it is a low-level assembly-like language with a compact binary format that runs with near-native performance and provides languages such as C/C++, C# and Rust with a compilation t developer.mozilla.org WebAssembly๋Š” ์ตœ์‹  ์›น ๋ธŒ๋ผ์šฐ์ €..

Wireless Channel Characteristics - Fading Channel

์ด๋™ํ†ต์‹  ์ฑ„๋„์—๋Š” Large-Scale propagation๊ณผ Small-Scale propagation์˜ Fading์„ ๊ฐ–๋Š”๋‹ค. ์ด๋™ํ†ต์‹ ์‹œ์Šคํ…œ์—์„œ ์‹ ํ˜ธ ์ „ํŒŒ์— ์˜ํ–ฅ์„ ๋ฏธ์น˜๋Š” 3๊ฐ€์ง€์˜ ๊ธฐ๋ณธ ๋ฉ”์ปค๋‹ˆ์ฆ˜ Relflection : ์ „ํŒŒํ•˜๋Š” ์ „์ž๊ธฐํŒŒ๊ฐ€ RF ์‹ ํ˜ธ ํŒŒ์žฅ์— ๋น„ํ•ด ๋งค์šฐ ํฐ ํฌ๊ธฐ์˜ ๋งค๋„๋Ÿฌ์šด ํ‘œ๋ฉด์— ์ถฉ๋Œํ•  ๋•Œ ๋ฐœ์ƒ Diffaction : ์†ก์‹ ๊ธฐ์™€ ์ˆ˜์‹ ๊ธฐ ์‚ฌ์ด์˜ ๋ฌด์„ ๊ฒฝ๋กœ๊ฐ€ λ์— ๋น„ํ•ด ๋งค์šฐ ๋ฐ€์ง‘๋œ ๋ฌผ์ฒด์— ์˜ํ•ด ์ฐจ๋‹จ๋˜์–ด ๋ฐฉํ•ด๋˜๋Š” ๋ฌผ์ฒด์˜ ๋’ค์— 2์ฐจํŒŒ๊ฐ€ ํ˜•์„ฑ๋  ๋•Œ ๋ฐœ์ƒ Scattering : ์ „ํŒŒ๊ฐ€ ํฌ๊ณ  ๊ฑฐ์นœ ํ‘œ๋ฉด์ด๋‚˜ λ์™€ ๋น„์Šทํ•˜๊ฑฐ๋‚˜ ์ž‘์€ ํ‘œ๋ฉด์— ์ถฉ๋™ํ•˜์—ฌ ๋ฐ˜์‚ฌ๋œ ์—๋„ˆ์ง€๊ฐ€ ์‚ฌ๋ฐฉ์œผ๋กœ ํผ์ ธ ๋‚˜๊ฐˆ ๋•Œ ๋ฐœ์ƒ Large-Scale Fading Mobile Cannel Environment ๊ฑฐ๋ฆฌ์— ๋”ฐ๋ฅธ Path Loss, ์žฅ์• ..

๊ฐ•ํ™”ํ•™์Šต #1

๊ฐ•ํ™”ํ•™์Šต Reinforcement Learning ๊ฐ•ํ™”ํ•™์Šต์€ ๋จธ์‹ ๋Ÿฌ๋‹์˜ ํ•œ ์˜์—ญ์ด๋‹ค. Agent๋Š” ํ™˜๊ฒฝ์— ๋Œ€ํ•œ State ์ •๋ณด๋ฅผ ๋ฐ›๊ณ  ๊ทธ์— ๋”ฐ๋ฅธ Action์„ ์ทจํ•œ๋‹ค. Action์— ๋Œ€ํ•œ Reward๋ฅผ ๋ฐ›๊ณ , ๊ทธ ํ–‰๋™์— ๋Œ€ํ•ด ํ‰๊ฐ€๋ฅผ ํ•˜๋ฉฐ ์–ด๋Š ๋ฐฉํ–ฅ์œผ๋กœ ํ–‰๋™ํ•˜๋Š” ๊ฒƒ์ด ๋” ํฐ Rewrad๋ฅผ ๋ฐ›์„์ง€ ํ•™์Šตํ•œ๋‹ค. ๋จธ์‹ ๋Ÿฌ๋‹์˜ ์ข…๋ฅ˜๋Š” ๋‹ค์Œ๊ณผ ๊ฐ™์ด ๋ณผ ์ˆ˜ ์žˆ๋‹ค. - supervised learning - unsupervised learning - reinforcement learning (๋น„)์ง€๋„ ํ•™์Šต์€ ์‚ฌ๋žŒ์ด ๋ฐ์ดํ„ฐ ์…‹์„ ๊ด€๋ฆฌํ•˜๊ณ  ์ž…๋ ฅํ•ด์•ผ ํ•˜๊ธฐ ๋•Œ๋ฌธ์— ๋งŽ์€ ์‹œ๊ฐ„๊ณผ ๋น„์šฉ์ด ํ•„์š”ํ•˜๋‹ค. ๊ทธ๋ฆฌ๊ณ  ๋ชฉํ‘œ๋กœ ํ•˜๋Š” ๊ฐ’์€ ๊ฒฐ๊ตญ์—” ์‚ฌ๋žŒ์˜ ๊ฒฐ๊ณผ๊ฐ’์„ ํ‰๋‚ด ๋‚ด๋Š” ๊ฒƒ์ด๊ธฐ ๋•Œ๋ฌธ์— ์‚ฌ๋žŒ๋ณด๋‹ค ๋” ๋›ฐ์–ด๋‚œ ์„ฑ๋Šฅ์„ ๋‚ผ ๊ฒƒ์ด๋ผ๊ณ  ๊ธฐ๋Œ€ํ•˜๊ธฐ ์–ด๋ ต๋‹ค. Mar..