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Embedded and Ambient Systems

Beágyazott és ambiens rendszerek
A tantárgyleírás hatályossága
Hatályosság kezdete:
2026. March 21.
Hatályosság vége:
Subject name (Hungarian, English)
Beágyazott és ambiens rendszerek
Embedded and Ambient Systems
Subject code BMEVIMIAC06
Subject type
Training Level
Course types and hours (weekly/semester)
Course type lecture tutorial laboratory
hours (weekly) 2 1 0
type (linked/independent) derived course
Assessment type vizsga
Credits 4
Subject coordinator
Dr. Orosz György
position: egyetemi docens
Responsible department
Mesterséges Intelligencia és Rendszertervezés Tanszék
Faculty Villamosmérnöki és Informatikai Kar
Subject website https://www.mit.bme.hu/eng/oktatas/targyak/vimiac06/
Primary curriculum type
Direct prerequisites – Strong prerequisite none
Direct prerequisites – Weak prerequisite none
Direct prerequisites – Parallel prerequisite none
Direct prerequisites – Milestone prerequisite none
Direct prerequisites – Exclusion none

Objectives

Programme

Introduction. Building blocks of embedded systems. Requirements and properties. Ambient systems.

Introduction of a use-case:

  • active noise control (ANC) system with multiple sensors (microphones) and actuators (loudspeakers) on a wireless sensor network. System design.
  • signal processing tasks in the application. Communication and clock synchronization
  • rapid prototyping system, as building block of the ANC.

Building blocks of embedded system and corresponding tasks

  • analog signal processing, signal conditioning: which tasks to solve in the analog and which in the digital domain?
  • processing units: Microcontrollers, Digital Signal Processors (DSP)
  • reconfigurable architecture: FPGA
  • signal processing: multirate signal processing (decimation, interpolation), filter implementation, spectral analysis. Direct Digital Synthesis (DDS)
  • Design of software architecture, decision considerations. Design for testability, for real-time behavior, for reusability etc.
  • Signal converters (ADC, DAC)
  • Communication within and between embedded systems. Real-time and safety critical systems (FlexRay)
  • Power supply: batteries, filtering, overvoltage and transient protection. Charging characteristics of batteries. Environment and energy aware design.

System integration:

  • System design. Systematic design methods. Separation of hardware and software functions. Component specification, design of communication, system integration. Design of user interface. Testing, monitoring and diagnosis. 
  • Investigation of a use-case
The aim of the subject is to develop the ability to select components of embedded systems, design the system and integrate the components. This includes selection of communication interfaces and protocols, design of information processing algorithms and software structure.

Learning outcomes

Ez a tantárgy a KKK rendeletben meghatározott, következő kompetenciák fejlesztését szolgálja:

Knowledge

No learning outcomes recorded.

Skills

No learning outcomes recorded.

Attitudes

No learning outcomes recorded.

Autonomy and responsibility

No learning outcomes recorded.

Oktatási módszertan

lectures

Tanulástámogató anyagok

Online források
Robert Oshana, „DSP for Embedded and Real-time; Systems”, Elsevier, 2012; Analog Devices Technical Reference Books, „Practical; Design Techniques for Sensor Signal Conditioning”, Analog Devices, 1999.; Analog Devices Technical Reference Books, „Mixed-Signal; and DSP design Techniques”, Analog Devices, 2000

Recommended preliminary knowledge for completing the subject

Knowledge type competencies
(azon előzetes ismeretek összessége, amelyek megléte nem kötelező, de a tantárgy eredményes teljesítését nagyban elősegíti)
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Skill type competencies
(azon előzetes képességek és készségek összessége, amelyek megléte nem kötelező, de a tantárgy eredményes teljesítését nagyban elősegíti)
nincs
Recommended (non-compulsory) preliminary competencies
(azon ajánlott (nem kötelező) előzetesen megszerzendő kompetenciák összessége, amelyek jelentősen hozzájárulnak a tantárgy eredményes teljesítéséhez)
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General rules
Requirements: In the teaching period: midterm exam and homework In the exam period: written exam  Additional possibilities: Mid-term exam can be once repeated during teaching period. Mid-term exam can be once more repeated in repeat period with applicable fees according to Code of Studies and Exams. Late homework submission: until the end of repeat period with applicable fees according to Code of Studies and Exams. Homework cannot be submitted during exam period.
Assessment methods
In-term assessments

No detailed assessments provided.

Weight of in-term assessments

No weights provided.

Exam-period assessments

No detailed assessments provided.

Weight of exam elements

No weights provided.

Grade calculation

No grade thresholds provided.

Attendance requirements

No attendance requirements provided.

Rules for retake and resubmission

Not provided.

Short description

Not provided.

Detailed description

Not provided.

Recommended courses
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Workload to complete the subject

No workload breakdown provided.

Validity of subject requirements
Requirements valid from:
Requirements valid until:
Curriculum placement

No curriculum placements recorded for this subject version.