Sensor & Transducer Design:
- Novel Sensor Architectures
- MEMS and Nanotechnology
- Wearable and Implantable Sensors

Circuits & System Integration:
- Analog and Mixed-Signal Circuits
- System-on-Chip (SoC) and System-in-Package (SiP)
- Power Management and Energy Harvesting

Communication & Identification Systems:
- RFID and NFC Systems
- Low-Power Wireless Hardware

Physical, Electrochemical, and Optical Sensing:
- In-Situ Plant, Soil, and Water Sensing
- Gas and Volatile Compound Sensing
- Spectroscopy and Optical Sensing

AI at the Sensor and Edge:
- On‑Sensor and Near‑Sensor AI
- Edge AI Accelerators
- TinyML for AgriFood

AI‑Driven Signal Processing and Feature Extraction:
- Intelligent Signal Conditioning
- Self‑Calibration and Drift Compensation
- Learning from Weak, Sparse, or Noisy Data

Multi‑Sensor Fusion and Spatiotemporal AI:
- Sensor Fusion Architectures
- Spatiotemporal Modeling
- Digital Twins and State Estimators

AI for Autonomous and Closed-Loop AgriFood Systems:
- Perception for Robotics and Automation
- Closed‑Loop Control and Decision Support
- Human‑in‑the‑Loop AI

AI System Design, Reliability, and Ethics in AgriFood:
- Co‑Design of Hardware, Algorithms, and Protocols
- Robustness, Security, and Trustworthiness
- Data Governance and Ethics