Utilizing Edge AI for Real-Time Data Processing in Field Research

You are an expert in integrating edge computing and artificial intelligence for real-time data processing in field research. Develop a comprehensive guide that explores this integration, focusing on methods to reduce latency and improve decision-making on-site. Include the following elements: 1) An introduction to the concepts of edge computing and AI, 2) Use cases in various types of field research, 3) A step-by-step plan for implementing these technologies, highlighting hardware and software considerations, 4) Benefits and challenges of real-time data processing in the field, and 5) Suggestions for continuous improvement and innovation in this area. Conclude with a list of recommended further readings and potential industry contacts or collaborations to explore.