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Remote Speech Decryption Using Millimeter-Wave Micro-Doppler Radar

نتاج البحث: فصل من :كتاب / تقرير / مؤتمرمنشور من مؤتمرمراجعة النظراء

2 اقتباسات (Scopus)

ملخص

This work proposes a novel non-contact methodology for human speech recognition using micro-Doppler radar and advanced signal processing. A 94 GHz millimeter-wave radar tracks micro-vibrations of vocal cords during speech. The radar echoes undergo a short-Time Fourier transform (STFT) to generate spectrographic representations capturing time-varying micro-Doppler signatures. Optimal STFT window lengths balance frequency resolution and temporal precision for accurate visualization of vocal micro-motions. The concept is first validated by modeling vocal cord vibrations using a piezoelectric crystal driven by single-Tone, frequency-modulated, and audio signals. Experimental results demonstrate reliable tracking of abrupt 2 kHz frequency changes, indicating the potential for discerning human vocalization patterns through obstructions. Overcoming limitations of acoustic/vision-based approaches, this privacy-preserving methodology enables secure remote speech processing for defense, security, and surveillance applications by analyzing only abstract vocal signatures.

اللغة الأصليةالإنجليزيّة
عنوان منشور المضيف2024 IEEE International Conference on Microwaves, Communications, Antennas, Biomedical Engineering and Electronic Systems, COMCAS 2024
ناشرInstitute of Electrical and Electronics Engineers Inc.
رقم المعيار الدولي للكتب (الإلكتروني)9798350348187
المعرِّفات الرقمية للأشياء
حالة النشرنُشِر - 2024
الحدث2024 IEEE International Conference on Microwaves, Communications, Antennas, Biomedical Engineering and Electronic Systems, COMCAS 2024 - Tel Aviv, إسرائيل
المدة: ٩ يوليو ٢٠٢٤١١ يوليو ٢٠٢٤

سلسلة المنشورات

الاسم2024 IEEE International Conference on Microwaves, Communications, Antennas, Biomedical Engineering and Electronic Systems, COMCAS 2024

!!Conference

!!Conference2024 IEEE International Conference on Microwaves, Communications, Antennas, Biomedical Engineering and Electronic Systems, COMCAS 2024
الدولة/الإقليمإسرائيل
المدينةTel Aviv
المدة٩/٠٧/٢٤١١/٠٧/٢٤

بصمة

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