Boost your career with real-time systems expertise. Master real-time theory, methods of analysis and design, and put them into practice.

3.8

星

31件の評価

Sam Siewert

2,749人がすでに登録済みです

提供：

Real-Time Embedded Systems専門講座コロラド大学ボルダー校（University of Colorado Boulder）

学習内容

Rate Monotonic theory and policies

Methods of Rate Monontoic analysis

Real-time system design techniques

Engineering principles for allocating functionality and services to hardware, firmware or software implementation

習得するスキル

Asymmetric Multi-core Processing
Fault Tolerance
Real-Time Operating System (RTOS)
Rate Monotonic Analysis
Linux On Embedded Systems
Multi-Core Processors
RM LUB (Rate Monotonic Least Upper Bound)
C Programming
Posix Threads
EDF (Earliest Deadline First)
Priority Ceiling Protocol
Rate Monotonic Theory

この専門講座について

4,987 最近の表示

The Real-Time Embedded Systems specialization is a series of four course taking you from a beginning practitioner, to a more advanced real-time system analyst and designer. Knowledge and experience gained on hard to master topics such as predictable response services, when to allocate requirements to hardware or software, as well as mission critical design will enhance your engineering talent. You will gain experience building a simple, but real, system project with real-time challenges, that will boost your confidence. The hands-on, at home, project hardware is affordable, widely available, and quick-time-to market methods leverage Linux real-time extensions, open source RTOS (Real-Time Operating System), as well as tried and true cyclic executives. After you complete all four courses in the series, you can consider yourself an intermediate to more advanced real-time system practitioner. This knowledge is invaluable for medical, aerospace, transportation, energy, digital entertainment, telecommunications, and other exciting embedded career options. The series stresses hands-on practice and assessment of your learning progress, not only based on knowledge acquisition, but by teaching you to put theory into practice and how to evaluate design options and make optimal choices. The unique final project allows you to see real-time challenges with your eyes, to debug interactively, and build a simple at-home detection, tracking and synchronization system.

応用学習プロジェクト

Project work includes a series of real-time processing and concurrency exercises along with analysis and design in the first two courses. The third course provides experience with mission critical components like error correction code memory, flash file systems, and redundant hardware. In the final course, you put all of the practice together into your own design to build a real-time system that you can test at home. The project covers topics including: concurrency, Linux kernel modules, machine vision, co-processors, and correct function with timing constraints. You will use specific real-time extensions to Linux and compare advantages and disadvantages of Linux to more traditional RTOS, cyclic executive, and FPGA options. The experience you gain can be used to launch additional exploration of hybrid FPGA systems (e.g. Altera and Xilinx), GP-GPU (e.g. NVIDIA), and multi-core scale-up (e.g. ARM A and R-Series) as well as MCU scale-down solutions (ARM M-Series microprocessors).

共有できる証明書

修了時に証明書を取得

100%オンラインコース

自分のスケジュールですぐに学習を始めてください。

フレキシブルなスケジュール

柔軟性のある期限の設定および維持

中級レベル

Good C programming skills and some prior experience with digital systems and/or operating systems is a plus.

約5ヶ月で完了

12時間/週の推奨ペース

英語

字幕：英語, アラビア語, フランス語, ポルトガル語（ヨーロッパ）, イタリア語, ベトナム語, ドイツ語, ロシア語, スペイン語

共有できる証明書

修了時に証明書を取得

100%オンラインコース

自分のスケジュールですぐに学習を始めてください。

フレキシブルなスケジュール

柔軟性のある期限の設定および維持

中級レベル

Good C programming skills and some prior experience with digital systems and/or operating systems is a plus.

約5ヶ月で完了

12時間/週の推奨ペース

英語

字幕：英語, アラビア語, フランス語, ポルトガル語（ヨーロッパ）, イタリア語, ベトナム語, ドイツ語, ロシア語, スペイン語

専門講座の仕組み

コースを受講しましょう。

Courseraの専門講座は、一連のコース群であり、技術を身に付ける手助けとなります。開始するには、専門講座に直接登録するか、コースを確認して受講したいコースを選択してください。専門講座の一部であるコースにサブスクライブすると、自動的にすべての専門講座にサブスクライブされます。1つのコースを修了するだけでも結構です。いつでも、学習を一時停止したり、サブスクリプションを終了することができます。コースの登録状況や進捗を追跡するには、受講生のダッシュボードにアクセスしてください。

実践型プロジェクト

すべての専門講座には、実践型プロジェクトが含まれています。専門講座を完了して修了証を獲得するには、成功裏にプロジェクトを終了させる必要があります。専門講座に実践型プロジェクトに関する別のコースが含まれている場合、専門講座を開始するには、それら他のコースをそれぞれ終了させる必要があります。

修了証を取得

すべてのコースを終了し、実践型プロジェクトを完了すると、修了証を獲得します。この修了証は、今後採用企業やあなたの職業ネットワークと共有できます。

この専門講座には4コースあります。

コース1

コース 1

Real-Time Embedded Systems Concepts and Practices

3.7

星

39件の評価

•

18件のレビュー

This course can also be taken for academic credit as ECEA 5315, part of CU Boulder’s Master of Science in Electrical Engineering degree.

Course Description: In this course, students will design and build a microprocessor-based embedded system application using a real-time operating system or RT POSIX extensions with Embedded Linux. The course focus is on the process as well as fundamentals of integrating microprocessor-based embedded system elements for digital command and control of typical embedded hardware systems. Lab Description: The course requires the student to install embedded Linux on the Raspberry Pi ARM A-Series System-on-Chip processor. This course must be completed using a Raspberry Pi as an embedded system (headless) not a PC running Linux. You will however find Linux as a useful host development system or Windows with an SSH terminal access tool such as Putty, MobaXterm, or equivalent.

コース2

コース 2

Real-Time Embedded Systems Theory and Analysis

This course can also be taken for academic credit as ECEA 5316, part of CU Boulder’s Master of Science in Electrical Engineering degree.

This course provides an in-depth and full mathematical derivation and review of models for scheduling policies and feasibility determination by hand and with rate monotonic tools along with comparison to actual performance for real-time scheduled threads running on a native Linux system. By the end of this course the learner will be able to full derive the fixed priority rate monotonic least upper bound for feasibility as well as justifying the rate monotonic policy and will be able to compare to dynamic priority scheduling including earliest deadline first and least laxity policies. At the end of this course learners will be able to fully derive and explain the math model for the rate monotonic least upper bound as well as performing timing diagram analysis for fixed and dynamic priority software services. Tools to provide analysis will be learned (Cheddar) to automate timing analysis and to compare to actual performance. Specific objectives include: ● Rate monotonic theory (complete math models) ● Differences between fixed priority rate monotonic policy and dynamic priority earliest deadline first and least laxity policies ● Scheduling theory and practice writing code for multi-frequency executives, priority preemptive RTOS services, and real-time threaded services on traditional operating systems (Linux) ● Building a simple Linux multi-service system using POSIX real-time extensions on Raspberry Pi 3b using sequencing and methods to log and verify agreement between theory and practice ● Timing diagram generation and analysis using Cheddar

コース3

コース 3

Real-Time Mission-Critical Systems Design

This course can also be taken for academic credit as ECEA 5317, part of CU Boulder’s Master of Science in Electrical Engineering degree.

Upon completion of this course the learner will know the difference between systems you can bet your life on (mission critical) and those which provide predictable response and quality of service (reliable). This will be achieved not only by study of design methods and patterns for mission critical systems, but also through implementation of soft real-time systems and comparison to hard real-time. Methods of verification to determine ability to meet mission critical as well as soft real-time requirements will be learned so that the learner can properly assess risk, reliability and impact of failure in real-time systems. At the end of this course learners will be able to apply an architectural style (cyclic executive, RTOS, or embedded Linux) to more detailed design of a mission critical system, a soft real-time system, or a mixed hard and soft real-time system, including: ● Thorough understanding of hardware/software device interfaces and resource view for hardware abstraction layers (HAL, BSP) ● Design trade-offs with different real-time hardware architectures including single core, multi-core, hybrid-FPGA, GP-GPU, and DSP systems, with emphasis on multi-core ● Mission critical embedded systems architecture and key design elements ● Fault tolerant processing, memory, and I/O concepts

コース4

コース 4

Real-Time Project for Embedded Systems

This course can also be taken for academic credit as ECEA 5318, part of CU Boulder’s Master of Science in Electrical Engineering degree.

The final course emphasizes hands-on building of an application using real-time machine vision and multiple real-time services to synchronize the internal state of Linux with an external clock via observation. Compare actual performance to theoretical and analysis to determine scheduling jitter and to mitigate any accumulation of latency. The verification of the final project will include comparison of system timestamp logs with a large set of images which can be encoded into a video. The final report will be peer reviewed and the captured frames and video uploaded for scripted assessment. Course Learning Outcomes: ● Outcome 1: Decompose a problem and set of basic real-time requirements into software modules and Linux POSIX real-time threads ● Outcome 2: Analyze services in terms of C (execution time), T (request period), and D (deadlines for completion) to establish feasibility and margin for meeting requirements ● Outcome 3: Design and construct a solution for a native Linux system equipped with a webcam to verify and demonstrate system synchronization using machine vision processing

講師

Sam Siewert

Associate Professor Adjunct

Electrical, Computer, and Energy Engineering

受講者10,810 名

4 コース

提供：

コロラド大学ボルダー校（University of Colorado Boulder）

CU-Boulder is a dynamic community of scholars and learners on one of the most spectacular college campuses in the country. As one of 34 U.S. public institutions in the prestigious Association of American Universities (AAU), we have a proud tradition of academic excellence, with five Nobel laureates and more than 50 members of prestigious academic academies.

よくある質問

返金ポリシーについて教えてください。
サブスクライブすると、7日間の無料トライアルを体験できます。この期間中は解約金なしでキャンセルできます。それ以降、払い戻しはありませんが、サブスクリプションをいつでもキャンセルできます。返金ポリシーをすべて表示します。
1つのコースだけに登録することは可能ですか？
はい。まず始めに興味のあるコースカードをクリックして登録します。コースに登録して修了することによって、共有できる修了証を取得するか、無料でコースを聴講してコースの教材を確認することができます。専門講座の一部であるコースにサブスクライブすると、専門講座全体に自動的にサブスクライブされます。進捗を追跡するには、受講生のダッシュボードにアクセスしてください。
学資援助はありますか？
はい。一部の学習プログラムでは、登録料が払えない場合、学資援助や奨学金を申請することができます。学習プログラムの選択において、学資援助や奨学金が利用可能な場合は、説明ページに申請するためのリンクが貼ってあります。
無料でコースを受講できますか？
コースに登録すると専門講座のすべてのコースにアクセスできるようになり、コースを修了すると修了証を取得できます。コース内容の閲覧のみを希望する場合は、無料でコースを聴講することができます。受講料の支払いが難しい場合は、学資援助を申請することができます。
このコースは100%オンラインで提供されますか？実際に出席する必要のあるクラスはありますか？
このコースは完全にオンラインで提供されているため、実際に教室に出席する必要はありません。Webまたはモバイル機器からいつでもどこからでも講義、学習用教材、課題にアクセスできます。
専門講座を修了するのにどのくらいの期間かかりますか？
The series includes 4 courses that have 4 to 5 10 to 15 hour modules, so between 200 to 300 hours to complete, depending upon prior experience with operating systems, embedded hardware and C programming.
What background knowledge is necessary?
C programming is required, C++ is helpful, but optional, and some knowledge of concurrent processing and software interfaces to hardware is useful.
Do I need to take the courses in a specific order?
The first course should be taken before the second. The third course can be taken alone or at any time (mission critical design and analysis) and the fourth course should only be taken after the first two have been completed.
専門講座を修了することで大学の単位は付与されますか？
This is possible.
What will I be able to do upon completing the Specialization?
Enter the field of real-time embedded software and/or firmware design and development, with a working knowledge and appreciation of hardware design principles that support these systems.

さらに質問がある場合は、受講者ヘルプセンターにアクセスしてください。

Real-Time Embedded Systems専門講座

学習内容

習得するスキル

この専門講座について

応用学習プロジェクト