Feature | G06Q10 (Human, Computer Interface) | H04W4 (Wireless Communication Network) | H04W84 (Wireless Network Security) |
Focus of Innovation | User interaction methods, natural language processing, multi, modal interfaces | Network infrastructure, mobile broadband, low, power communication | Security protocols, encryption algorithms, access control |
Key Technological Advancements | Conversational AI, chatbots, virtual assistants, augmented reality (AR) and virtual reality (VR) interfaces, brain, computer interfaces (BCIs), haptic feedback and sensory experiences | 5G and beyond (6G) technologies, Internet of Things (IoT) connectivity, low, power wide, area networks (LPWAN), software, defined networking (SDN) for flexibility | Post, quantum cryptography (PQC), zero, trust security models, blockchain, based authentication, secure enclave technology |
Top Patent Filing Subcategories | Conversational AI and chatbot technologies, AR/VR interfaces and applications, biometric authentication for HCI. | 5G network infrastructure and protocols, IoT device connectivity solutions, low, power communication technologies. | Post, quantum cryptography algorithms, zero, trust security architecture, blockchain, based secure communication. |
Impact on Industries | Consumer electronics, education, healthcare, customer service | Telecommunications, mobile network operators, enterprise networking, smart cities | Fintech, e, commerce, government services, critical infrastructure |
Projected Future Trends | Integration of AI with HCI for personalized experiences, multimodal interaction with voice, touch, gesture, ethical considerations and user privacy in HCI, brain, computer interfaces for assistive technologies | Ubiquitous wireless connectivity with greater bandwidth and efficiency, convergence of networks for seamless user experience, integration of AI for network management and optimization, increased focus on network security and privacy | Quantum, resistant cryptography becoming essential, shift towards decentralized security models, biometric authentication for secure access, integration of security with AI and machine learning |