I am writing a project proposal for seed funding for an engineering project. The project proposal should include the part Project Summary, Introduction, Goal and Objectives, Current Situation, Product Overview, Technical Description, Benefits, Project Team, Schedule, Budget, Conclusion and References. This proposal should be written for non-expert target funders. Specifically, I am writing the Technical Description part. My project is named “Waveguard”.

The expectations for an excellent project proposal as specified are multifaceted, covering content, organization, language, and professionalism. When it comes to content, the proposal should not only meet but also convincingly fulfill all task requirements. It must provide a comprehensive exploration of the project topic, ensuring that there is no irrelevant information included. It is imperative that the arguments deployed in support of the proposed idea are both logical and critical, persuasively justifying the proposal and outlining its potential for positive social impact.

In terms of organization, the proposal is expected to bear an effective and logical structure. This includes establishing highly logical connections between ideas, both within and across paragraphs, to facilitate a seamless reading experience. Moreover, a variety of methods and transitional devices should be adeptly employed to ensure the successful linkage of ideas throughout the proposal.

Language use is of paramount importance, and here the proposal must demonstrate highly accurate, concise, and consistent language. Explanations should be clear and detailed enough to be easily grasped by non-specialists, thus underpinning the feasibility, features, and functions of the project. The style and formality of the written language must align with the expectations of the funder, striking an appropriate balance between professionalism and accessibility.

Professionalism is further underscored by the credibility of the project team, whose profiles should be authentic, relevant, and professional. From a visual standpoint, the proposal should feature an attractive and professional layout, utilizing effective formatting choices in terms of fonts, spacing, color, graphics, and other design elements to enhance its professional appeal.

Lastly, attention to detail is crucial when it comes to citations and references. The proposal must include highly accurate and well-integrated in-text citations, along with a highly accurate reference list, demonstrating meticulous adherence to scholarly conventions and enhancing the credibility of the proposal.

My Introduction Technical Description part :
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Technical Description

Millimeter Wave Sensing Technology
Waveguard utilizes state-of-the-art millimeter-wave (mmWave) sensing to monitor the well-being of the elderly, particularly in scenarios where they are living alone. The mmWave Frequency-Modulated Continuous-Wave (FMCW) radar functions by emitting a high-frequency wave that is capable of detecting minute movements [4]. Upon hitting a target, such as a person, the wave is scattered back to the system’s receiving antennas, capturing critical data which is then transformed into point clouds and Doppler velocity information. This wave efficiently works through clothing and does not require direct line-of-sight, making it invariant to light conditions and visual obstructions typical in a home setting without compromising privacy, as it does not produce visual images of the subjects it monitors.

AI-Driven Fall Detection
Central to the ‘Waveguard’ system is its AI and machine learning core, which uses Long Short-Term Memory (LSTM) networks [5]. These are a type of recurrent neural network (RNN) well-suited for sequence prediction problems and are used to interpret the captured mmWave data. This sophisticated AI framework has been trained to reliably differentiate between regular activities such as walking, sitting, or lying down and critical events like falls. Real-time interpretation of these activities is reinforced through continuous monitoring of vital signs, including respiration and heart rate, offering a comprehensive health assessment of elderly individuals.

Real-time Communication and Notification System
Once the onboard processor within the mmWave device detects a fall, it transmits a signal to a dedicated server via existing communication networks like 4G, 5G, or Wi-Fi. The Waveguard server performs several processes, such as logging the incident, identifying the affected individual, and coordinating notification dissemination. Caregivers or family members then receive an alert through a specially designed mobile application. Furthermore, in critical conditions where emergency services are needed, Waveguard includes a wireless communication-linked speaker system, facilitating direct contact with medical personnel or relatives. This ensures not only timely medical intervention but also constant reassurance for the elderly and their families that help is always at hand.

Mobile Application
The Waveguard system is complemented by an intuitive mobile application that serves as the interface between the monitoring technology and the caregiver or family member. Users receive push notifications about falls or vital sign anomalies through this app and can acknowledge incidents by indicating that they have ‘taken care’ of the situation. The app features a user-friendly dashboard that enables family members or caregivers to monitor vitals and motion in real time, maintain logs of incidents, and receive alerts.

Energy Considerations
To ensure that Waveguard remains an effective tool for continuous monitoring, it will be meticulously engineered to maximize energy efficiency. The IWRL6432 mmWave sensor embodies the essence of energy efficiency with its sophisticated low-power 45nm RFCMOS process engineered to deliver high performance while minimizing power consumption [6], thereby ensuring prolonged operational periods without compromising system responsiveness. Furthermore, potential future developments may introduce energy-harvesting capabilities, such as capturing energy from ambient light or heat differentials, to extend battery life. These measures will ensure that Waveguard can provide 24/7 monitoring without the need for frequent maintenance or disruptions—key to the system’s reliable use in real-world scenarios.
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Add one shorter paragraph in the beginning of my Technical Description part to show the overall system and my overall system diagram is shown on the proposal. Use the above information; if there is extra information needed, please let me know.