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COGNITIVE RADIO ARCHITECTURE
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The six CRA functional components are: 1. The user sensory perception (User SP) interface includes haptic, acoustic, and video sensing and perception functions. User SP functions may include optimized hardware, for example, for computing video ow vectors in real time to assist scene perception. 2. The local environment sensors (location, temperature, accelerometer, compass, etc.). 3. The system applications (media-independent services like playing a network game). 4. The SDR functions (which include RF sensing and SDR radio applications). 5. The cognition functions (symbol grounding for system control, planning, learning). 6. The local effector functions (speech synthesis, text, graphics, and multimedia displays). These functional components are embodied on an iCR-platform, a hardware software infrastructure supporting the six functions. For the capabilities described in the prior chapters, these components go beyond SDR in critical ways. First, the traditional user interface is partitioned into a substantial user sensory subsystem and a distinct set of local effectors. The user sensory interface includes buttons (the haptic interface) and microphones (the audio interface) to include acoustic sensing that is directional, capable of handling multiple speakers simultaneously and including full motion video with visual scene perception. In addition, the audio subsystem does not just encode audio for (possible) transmission; it also parses and interprets the audio from designated speakers such as the <User/> for a high performance spoken natural language interface. Similarly, the text subsystem parses and interprets the language to track the user s information states, detecting plans and potential communications and information needs unobtrusively, trusted to protect private information as the user conducts normal activities. The local effectors synthesize speech along with traditional text, graphics, and multimedia display as tasked by the cognition component. Systems applications are those information services that synthesize QoI value for the user. Typically, voice communications with a phone book, text messaging, and the exchange of images or video clips comprise the core systems applications for SDR. Usually these services are integral to the SDR application, such as text messaging via GPRS. AACR systems applications break the service out of the SDR network for greater personal exibility and choice of wireless connectivity without additional user tedium. The typical user might care if the AACR wants to switch to 3G at $5 per minute, but a particularly af uent user might not care and would leave all that up to the AACR. The cognition component provides all the cognition functions from the semantic grounding of entities from the perception system to controlling the
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CRA I: FUNCTIONS, COMPONENTS, AND DESIGN RULES
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overall system through planning and actions, learning user preferences and RF situations in the process. Each of these subsystems may contain its own processing, local memory, integral power conversion, built-in-test (BIT), and related technical features. This functional architecture is described to the <Self/> in RXML for external communications about the <Self/> and for introspection in Expression 5-1. Expression 5-1 The AACR Has Six Functional Components
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<Self> <iCR-platform/> <Functional-components> <User SP/> <Environment/> <Effectors/> <SDR/> <Sys Apps/> <Cognition/> </Functional-components> </Self> The hardware software platform and the functional components of the AACR are independent. The architecture design principle is that the (software) functional components adapt to whatever RF hardware OS platform might be available. Platform-independent computer languages like Java apply. 5.1.2 Design Rules Include Functional Component Interfaces
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These functional components of Figure 5-2 imply critical functional interfaces. The AACR N-squared diagram of Table 5-1 characterizes these interfaces. They imply an initial set of AACR applications programmer interfaces (CRA APIs). In some ways these APIs augment the established SDR APIs. For example, the Cognition API adds a planning capability to SDR. This is almost entirely new and will be helpful for AARs to fully support XG. In other ways, these APIs supersede the existing SDR APIs. In particular, the SDR user interface becomes the User SP and Effector APIs. User Sensory APIs encapsulate perception, while the Effector API encapsulates actions like speech synthesis to give the AACR <Self/> its own voice. User SP and SDR status ow perceptions toward the cognition component from which Effectors and SDR accept tasks. These interface changes enable the AACR to sense the situation represented in the environment and to access radio networks on behalf of the user in a situation-aware way. Interfaces 13 18, 21, 27, and 33 may be aggregated into an information services API (ISAPI) by which an information service accesses the other ve components. Interfaces 25 30, 5, 11, 23, and 35 would de ne a cognition API (CAPI) by which the cognition system obtains status and exerts control over the rest of the system. 5.1.3 The Cognition Components
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Figure 5-1 shows relationships among the three computational-intelligence aspects of CR radio knowledge, user knowledge, and the capacity to learn.
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