大学生のllm活用の最前線

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Key Points

The aim is to investigate how university students utilize LLM (Learning and Language Models) with low power wide area networks.
Descriptive analysis of LoRaWAN communication systems used in education.
Survey conducted among university students regarding the use of LLM.
Exploration of chirp spread spectrum modulation techniques.
High interest among students in applying LLM technologies.
Effective use of chirp spread spectrum modulation indicated improvements in communication.
Positive feedback on the educational applications of LoRaWAN systems.

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Explores chirp spread spectrum modulation in LoRaWAN communication systems among students, suggesting innovative applications.

LPWA(Low Power Wide Area, 用語解説(1) )の通信システムの一つである LoRaWAN で採用されているチャープスペクトル拡散(CSS, 用語解説(2) )変調

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Higashino et al. (2026) studied this question.

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