SlideShare a Scribd company logo
Budapest University of Technology and Economics
Department of Measurement and Information Systems
Standards in Avionics System
Development
(Overview on DO-178B)
Ákos Horváth
Dept. of Measurement and Information Systems
Abstract
 DO-178B (and DO-278) are used to assure safety
of avionics software. These documents provide
guidance in the areas of SW development,
configuration management, verification and the
interface to approval authorities (e.g., FAA, EASA)
2
Agenda
 Introduction to DO-178B
 System Aspects
 Software Lifecycle Management
 Certification Artifacts and Techniques
 Future: DO-178C
3
Overview
 DO-178B - Software Considerations in Airborne
Systems and Equipment Certification
 Standard of RTCA Incorporation (in Europe it is ED-
12B and standard of EUROCAE)
 Represents the avionics industry consensus to ensure
software safety
 Acceptable by FAA and EASA certification authorities
 „The FAA and the civil aviation community recognize
RTCA’S DO-178B as an acceptable means of
compliance to the FAA regulations for SW aspects of
certification.”
4
History of avionics SW complexity
5
0
50
100
150
200
250
300
350
400
MIPS LOC Mbyte/10 Digital links
A-310 (1983)
A-320 (1988)
A-340 (1993)
Exponential
Growth
Both A380 and B 787 have
100’s of millions LOC
Ref: Subra de
Salafa and
Paquier
History
 DO-178 in 1982
o Basic concepts of SW design assurance
o Three levels of SW safety
 DO-178A in 1985
o Concentrates on testing and configuration management
 DO-178B in 1992
o Five levels of SW safety
o From Testing focus  requirement-based
 DO-278 in 2002
o Interprets DO-178B to ground and space based-systems
 DO-178C in 2012
o Incorporates modern SW development and analysis
techniques
6
DO178B Document Structure
7
SW Life Cycle Process
System Aspects Relating To
Software Development (Sec 2.)
Overview of Aircraft and Engine
Certification (Sec. 10.)
Integral Process
SW Verification (Sec. 6.)
SW Configuration Mgt (Sec. 7.)
SW Quality Assurance (Sec. 8.)
Ceritfication Liasison (Sec. 9.)
SW Life Cycle (Sec. 3.)
SW Planning (Sec. 4.)
SW Development (Sec. 5.)
SW Life Cycle Data(Sec. 11.)
Additional Considration (Sec. 12.)
ANNEX A & B (FAA checklists) Appendices
Software Levels in DO-178B
 Different failure conditions require different
software conditions  5 levels
8
Examples DO-178B Safety Levels
 Safety-Critical Levels C&D
o Anti-missile defense
o Data mining
o Health monitoring
o Mission planning and
implementation
o Mission simulation and
training
o Network-centric operation
o Real-time data recording and
analysis
o Self-healing communication
networks
o Telemetry
o Weapons targeting
 Safety-Critical Levels A&B
o Fly-by-wire controls
o Auto-pilot
o Air-traffic Separation Control
o Glass Cockpit Information
Display
o Radar
o Jet Engine Control
o IFF (friend or foe)
o Missile guidance
o Missile launch
o Missile self-destruct
9
Objectives for Safety Levels
10
 Different levels of safety requires different objectives
to be fulfilled
o e.g., Level A 66, Level B 65
 Defined by 10 tables in ANNEX A
 Example: Table A-6 Objective 3.
Objective
Applicability
by SW Level
Output
Control
Category
by SW
Level
Description Ref A B C D Descriptions Ref. A B C D
Executable Object
Code compiles with
low-level
requirements
6.4.2.1.
6.4.3. ●●○
Software Verification
Cases and Procedures
Software Verification
Results
11.13
11.14
1
2
1
2
2
2
Objectives for Safety Levels
11
 Different levels of safety requires different objectives
to be fulfilled
o e.g., Level A 66, Level B 65
 Defined by 10 tables in ANNEX A
 Example: Table A-6 Objective 3.
Objective
Applicability
by SW Level
Output
Control
Category
by SW
Level
Description Ref A B C D Descriptions Ref. A B C D
Executable Object
Code compiles with
low-level
requirements
6.4.2.1.
6.4.3. ●●○
Software Verification
Cases and Procedures
Software Verification
Results
11.13
11.14
1
2
1
2
2
2
Independence is
required (full means yes)
How to store the
evidence
Objectives Distribution in DO-178B
12
0
5
10
15
20
25
30
35
40
45
Planning Dev. Verif. CM QA Cert.
Level A (66)
Level B (65)
Level C (57)
Level D (28)
Objectives Distribution in DO-178B
13
0
5
10
15
20
25
30
35
40
45
Planning Dev. Verif. CM QA Cert.
Level A (66)
Level B (65)
Level C (57)
Level D (28)
Statement Coverage is
required (the only obj.
difference)
Not just testing 
assuring the correctness
(reviews, testing and
analysis)
Agenda
 Introduction to DO-178B
 System Aspects
 Software Lifecycle Management
 Certification Artifacts and Techniques
 Future: DO-178C
14
Typical Development road plan
15
System Development Process
System Aspects and System Safety
 System requirements „have to be trusted”  start all
over if changed
 Failure Condition Categories (Catastrophic, major,
etc.)
 System Safety Assessment based on SAE ARP 4761
o Fault Tree Analysis, Dependence Diagram, Markov Analysis,
Failure mode and Effect analysis, Common Cause and
mode Analysis, etc.
 SW requirements derived from System requirements
 however, certain SW requirements can have
impact on System requirements!
17
SW Safety
 SW Safety level based on potential failure conditions
o Level A  „failure in the SW would result in catastrophic
failure condition the aircraft”
 DO-178B defines the interface with the systems
 DO-178B software classes
o User-modifiable software
• Entertainment software
o Option-selectable software
• Cartography software
o Commercial Off-The-Shelf software
• RTOS
o Field-Loadable software
• Maintenance software
18
Agenda
 Introduction to DO-178B
 System Aspects
 Software Lifecycle Management
o Planning
o Development
 Certification Artifacts and Techniques
 Future: DO-178C
19
Software Life Cycle
 Planning should proceed all development activity
 Four building blocks :
o Define Requirements (R)
o Design the program (D)
o Code the program (C)
o Integrate the program (I)
 Allows various development sequences
20
Example processes:
R-D-C-I  Waterfall
R-C-I-C-I-C-I-R-D-C-I  Rapid
prototyping
R-I  Previous designed SW
The plans
 Five different plans
o SW Development Plan
o SW Verification Plan
o SW Quality Assurance Plan
o SW Configuration Plan
o SW Aspects of Certification
 Verification, management, quality assurance and
certification are overlaid on the defined
development process
21
Software Planning
 Transition criteria
o „the minimum conditions, as defined by the software
planning process, to be satisfied to enter a process”
o Tells when you are done and can proceed
o Good characteristics: quantifiable, documented 
 Additional considerations
o COTS
o Previously developed components
 Environments
o Methods and notations
o Language with any constraints
o Development and verification tools
22
Software Planning
 SW development standards
o SW requirements standard
• Language to be used (e.g., plain 500 English)
o SW design standards
• Complexity limits, exclusion of recursion, dynamic memory
allocation
o SW Code standards
• Syntax, semantics and constraints
23
SW Development
24
 High-Level requirements
o Based on system analysis
and safety assessment
o Black-box view of the
software component
o System level considerations
o Functional requirements by
mode of operation
o Performance criteria
o Timing requirements
o Memory size constraints
o HW and SW interfaces
SW Development
25
 Low-Level requirements
and Software Architecture
o SW requirements
o Derived from High-Level
requirements
o Design constraints
• Task allocation
• Algorithms
• Data Structures
o Input/output definitions
o Data and Control flows
o Resource management and
scheduling (e.g., partition
scheduling in ARINC 653)
o Design Methods
SW Development
26
 Source Code
o Usually collection of „high-
level” language and
assembly
o Includes linker files, compile
commands etc.
 Executable
o Completely target computer
specific
o „machine readable”
 Final output is the
integrated system on the
target platform
Agenda
 Introduction to DO-178B
 System Aspects
 Software Lifecycle Management
 Certification Artifacts and Techniques
o Verification
o Configuration Management
o Quality Assurance
o Certification/Approval Liaison
 Future: DO-178C
27
Integral Process - Verification
 Two purposes
o Demonstrate intended function
o Demonstrate (to the extent possible) the absence of
unintended function
 Consists of
o Reviews
o Analysis
o Testing
 Important: The FAA or EASA representative needs to
accept all part of the verification process. (e.g., test
cases)
28
Integral Process - Verification
 Reviews
o Qualitative assessment of the process or product
o Typical implementation: checklist
o Applied on all SW Development process step (HLR,
LLR, SA, SC, Test cases, etc.)
 Analysis
o Provide repeatable evidence of correctness
o Typical implementation: timing, stack analysis, data
flow and call-tree
29
Traceability DO-178B
 Through the complete product
life-cycle (30+ years)
 From requirements to byte code
(Level A)
 Essential for maintainability
 Back-annotation of errors
 Typical implementation:
o Excel 
o Rational RequisitePro
o Rational Doors
 Code generators usually gives
extensive support
 Hard in case of multiple
development tools
REQ_HLR_SAFE_4_3_2_12:
The take-off angle cannot be
more than 55°
REQ_LLR_TOM_3_67: in the eps_line
method the calculated s1 variable
represents the angle of attack
Traceability
Integral Process – Verification Software Testing
32
Integral Process – Verification Software Testing
 Categories of Tests
o Normal range
o Robustness (abnormal range)
 Typical approaches
o Equivalence Classes and Boundary Values
o Multiple Iteration testing for time related functions
o Testing State Transitions
o Initialization with abnormal conditions
o Failure modes of input data
o Boundary values in loops, protection mechanisms
33
Integral Process – Verification Software Testing
 Structural Coverage
o Determine what software structure were not exercised
 Levels:
o Decision Coverage
o Statement Coverage
o Modified Decision Condition Coverage (MCDC)
• Each decision tries every possible outcome
• Each condition in a decision takes on every possible outcome
• Each entry and exit point is invoked
• Each condition in a decision is shown to independently affect the outcome of the decision
 Gaps
o Complier induced code (e.g., array bound checks)
o Deactivated code
o Dead code
 Performed on source code,
o except Level A
• Correspondence must be shown
• Complier optimization can introduce new code
 In addition, coverage of data and control coupling is required
34
Integral Process – Verification Software Testing
# A B C
Foo
Executed
1 0 0 0 NO
2 0 0 1 NO
3 0 1 0 NO
4 0 1 1 YES
5 1 0 0 NO
6 1 0 1 YES
7 1 1 0 NO
8 1 1 1 YES
Coverage
Type
Minimum # of
Test Cases Possible Combinations
Statement 1 4 or 6 or 8
IF(C AND( A OR B))
THEN Foo();  Statement Coverage (SC)
Level C
o Each statement is executed
at least once
statement
Integral Process – Verification Software Testing
# A B C
Foo
Executed
1 0 0 0 NO
2 0 0 1 NO
3 0 1 0 NO
4 0 1 1 YES
5 1 0 0 NO
6 1 0 1 YES
7 1 1 0 NO
8 1 1 1 YES
Coverage
Type
Minimum # of
Test Cases Possible Combinations
Statement 1 4 or 6 or 8
Decision 2 4 or 6 or 8 + Any NO
IF(C AND( A OR B))
THEN Foo();  Decision Condition
Coverage (DC) Level B
o Each decision tries every
possible outcome
o Each entry and exit point is
invoke
decision
Integral Process – Verification Software Testing
# A B C
Foo
Executed
1 0 0 0 NO
2 0 0 1 NO
3 0 1 0 NO
4 0 1 1 YES
5 1 0 0 NO
6 1 0 1 YES
7 1 1 0 NO
8 1 1 1 YES
Coverage
Type
Minimum # of
Test Cases Possible Combinations
Statement 1 4 or 6 or 8
Decision 2 4 or 6 or 8 + Any NO
MCDC 4
2,3,4, and 6 OR 2,4,5
and 6
IF(C AND( A OR B))
THEN Foo();  Modified Decision Condition
Coverage (MCDC) Level A
o Each decision tries every possible
outcome
o Each condition in a decision takes on
every possible outcome
o Each entry and exit point is invoked
o Each condition in a decision is shown to
independently affect the outcome of the
decision
condition
Integral Process – Certification/Approval Liaison
 Communication between application developer
and certification authority
 Proposes compliance and obtain agreement on
the plan
 Software Accomplishment Summary
o Covers all areas
o Legal issues also (if something goes wrong the
developer is responsible!)
42
Development Tool
SW Development Tools(DO-178B)
 Software Development Tools
o Can introduce errors into the final system
o Same objectives as the development process  verified on
the same level as the developed application!
o E.g., Scade Suite, Matlab Stateflow, Wind River Diab
compiler
Development Tool
V&V tools (DO-178B)
 Software Verification Tools
o Can only fail to detect errors
o Tool operation req. Must be satisfied under normal
operating conditions
o e.g., static source code analyzer ASTRÉE, CAVEAT
Agenda
 Introduction to DO-178B
 System Aspects
 Software Lifecycle Management
 Certification Artifacts and Techniques
 Future: DO-178C
46
DO-178C
 DO-178C - Software Considerations in Airborne
Systems and Equipment Certification
 Awaited in 2011
 New certification for avionics software development
 Incorporates ”novel” development and verification
techniques
 Core is almost the same as DO-178B but
 Dedicated subgroups
o SG3: Tool Qualification
o SG4: Model Based Design and Verification
o SG5: Object-Oriented Technology
o SG6: Formal Methods
47
DO-178C
 Object Oriented Technology
o C++ and Ada
o Safety Critical Java
o Restricted use (deterministic behavior)
 Tool Qualification
o Special rules for tools
o More than two categories
 Model Based Design and Verification
o Use of models for source code synthesis and verification
o Early model based validation
o Matlab Simulink (already used), AADL
o Largest and most cumbersome subgroup 
48
DO-178C
 Formal methods
o Already used in many projects
o Mature technologies available
o Defines how certification credits can be earned by its
use
o Can be part of the Development process
o Typical tools
• Model checker
• Static code analyzers
• Theorem provers (only in limited scenarios)
49

More Related Content

Similar to 13_CES_DO-178B.pdf

Avionics Software Standards
Avionics Software StandardsAvionics Software Standards
Avionics Software StandardsSushma Reddy
 
Srinivas avioinics 6yrs
Srinivas avioinics 6yrsSrinivas avioinics 6yrs
Srinivas avioinics 6yrsSrinivas KV
 
Sw qual joint webinar deck (5)
Sw qual joint webinar deck (5)Sw qual joint webinar deck (5)
Sw qual joint webinar deck (5)
Seapine Software
 
Beyond FDA Compliance Webinar: 5 Hidden Benefits of Your Traceability Matrix
Beyond FDA Compliance Webinar: 5 Hidden Benefits of Your Traceability MatrixBeyond FDA Compliance Webinar: 5 Hidden Benefits of Your Traceability Matrix
Beyond FDA Compliance Webinar: 5 Hidden Benefits of Your Traceability Matrix
Seapine Software
 
Project P Open Workshop
Project P Open WorkshopProject P Open Workshop
Project P Open Workshop
matteobordinadacore
 
Yakaiah_Resume_9Yrs
Yakaiah_Resume_9YrsYakaiah_Resume_9Yrs
Yakaiah_Resume_9YrsYakaiah S
 
Webinar | APM Best Practices - Effectively managing the safety lifecycle
Webinar | APM Best Practices - Effectively managing the safety lifecycleWebinar | APM Best Practices - Effectively managing the safety lifecycle
Webinar | APM Best Practices - Effectively managing the safety lifecycle
Stork
 
Software Development for Safety Critical Systems
Software Development for Safety Critical SystemsSoftware Development for Safety Critical Systems
Software Development for Safety Critical Systems
Ákos Horváth
 
65sp3 Rdidp Milestones.07.23.09
65sp3 Rdidp Milestones.07.23.0965sp3 Rdidp Milestones.07.23.09
65sp3 Rdidp Milestones.07.23.09flau3388
 
Case Study_IV&V of AutomaticFlightControlPanel.pdf
Case Study_IV&V of AutomaticFlightControlPanel.pdfCase Study_IV&V of AutomaticFlightControlPanel.pdf
Case Study_IV&V of AutomaticFlightControlPanel.pdf
Oak Systems
 
Aktuelle BPM-Erfahrungen aus komplexen Branchen. Rainer Elvermann, cbprocess
Aktuelle BPM-Erfahrungen aus komplexen Branchen. Rainer Elvermann, cbprocessAktuelle BPM-Erfahrungen aus komplexen Branchen. Rainer Elvermann, cbprocess
Aktuelle BPM-Erfahrungen aus komplexen Branchen. Rainer Elvermann, cbprocess
InboundLabs (ex mon.ki inc)
 
Model-Based Design & Analysis.ppt
Model-Based Design & Analysis.pptModel-Based Design & Analysis.ppt
Model-Based Design & Analysis.ppt
RajuRaju183149
 
DO254 DMAP Training 2011 Trailer
DO254 DMAP Training 2011 TrailerDO254 DMAP Training 2011 Trailer
DO254 DMAP Training 2011 Trailer
DMAP
 
Using Doors® And Taug2® To Support A Simplified
Using Doors® And Taug2® To Support A SimplifiedUsing Doors® And Taug2® To Support A Simplified
Using Doors® And Taug2® To Support A Simplified
cbb010
 
Software Development Process
Software Development ProcessSoftware Development Process
Software Development Process
SabahtHussein
 
Software Development Process
Software Development ProcessSoftware Development Process
Software Development Process
SabahtHussein
 
5.13 Software management control
5.13 Software management control5.13 Software management control
5.13 Software management controllpapadop
 

Similar to 13_CES_DO-178B.pdf (20)

Avionics Software Standards
Avionics Software StandardsAvionics Software Standards
Avionics Software Standards
 
Srinivas avioinics 6yrs
Srinivas avioinics 6yrsSrinivas avioinics 6yrs
Srinivas avioinics 6yrs
 
Sw qual joint webinar deck (5)
Sw qual joint webinar deck (5)Sw qual joint webinar deck (5)
Sw qual joint webinar deck (5)
 
Beyond FDA Compliance Webinar: 5 Hidden Benefits of Your Traceability Matrix
Beyond FDA Compliance Webinar: 5 Hidden Benefits of Your Traceability MatrixBeyond FDA Compliance Webinar: 5 Hidden Benefits of Your Traceability Matrix
Beyond FDA Compliance Webinar: 5 Hidden Benefits of Your Traceability Matrix
 
Project P Open Workshop
Project P Open WorkshopProject P Open Workshop
Project P Open Workshop
 
Yakaiah_Resume_9Yrs
Yakaiah_Resume_9YrsYakaiah_Resume_9Yrs
Yakaiah_Resume_9Yrs
 
Webinar | APM Best Practices - Effectively managing the safety lifecycle
Webinar | APM Best Practices - Effectively managing the safety lifecycleWebinar | APM Best Practices - Effectively managing the safety lifecycle
Webinar | APM Best Practices - Effectively managing the safety lifecycle
 
Software Development for Safety Critical Systems
Software Development for Safety Critical SystemsSoftware Development for Safety Critical Systems
Software Development for Safety Critical Systems
 
65sp3 Rdidp Milestones.07.23.09
65sp3 Rdidp Milestones.07.23.0965sp3 Rdidp Milestones.07.23.09
65sp3 Rdidp Milestones.07.23.09
 
Case Study_IV&V of AutomaticFlightControlPanel.pdf
Case Study_IV&V of AutomaticFlightControlPanel.pdfCase Study_IV&V of AutomaticFlightControlPanel.pdf
Case Study_IV&V of AutomaticFlightControlPanel.pdf
 
Aktuelle BPM-Erfahrungen aus komplexen Branchen. Rainer Elvermann, cbprocess
Aktuelle BPM-Erfahrungen aus komplexen Branchen. Rainer Elvermann, cbprocessAktuelle BPM-Erfahrungen aus komplexen Branchen. Rainer Elvermann, cbprocess
Aktuelle BPM-Erfahrungen aus komplexen Branchen. Rainer Elvermann, cbprocess
 
Rajeshkanna_Resume
Rajeshkanna_ResumeRajeshkanna_Resume
Rajeshkanna_Resume
 
CV Nagaraju Sreeram
CV Nagaraju SreeramCV Nagaraju Sreeram
CV Nagaraju Sreeram
 
Model-Based Design & Analysis.ppt
Model-Based Design & Analysis.pptModel-Based Design & Analysis.ppt
Model-Based Design & Analysis.ppt
 
DO254 DMAP Training 2011 Trailer
DO254 DMAP Training 2011 TrailerDO254 DMAP Training 2011 Trailer
DO254 DMAP Training 2011 Trailer
 
Using Doors® And Taug2® To Support A Simplified
Using Doors® And Taug2® To Support A SimplifiedUsing Doors® And Taug2® To Support A Simplified
Using Doors® And Taug2® To Support A Simplified
 
Software Development Process
Software Development ProcessSoftware Development Process
Software Development Process
 
Software Development Process
Software Development ProcessSoftware Development Process
Software Development Process
 
LTTechServices_Surya
LTTechServices_SuryaLTTechServices_Surya
LTTechServices_Surya
 
5.13 Software management control
5.13 Software management control5.13 Software management control
5.13 Software management control
 

Recently uploaded

AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdfAKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
SamSarthak3
 
Hierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power SystemHierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power System
Kerry Sado
 
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxCFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
R&R Consult
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
Jayaprasanna4
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
Amil Baba Dawood bangali
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
bakpo1
 
Investor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptxInvestor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptx
AmarGB2
 
Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
gdsczhcet
 
Water Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdfWater Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation & Control
 
WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234
AafreenAbuthahir2
 
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdf
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdfGoverning Equations for Fundamental Aerodynamics_Anderson2010.pdf
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdf
WENKENLI1
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
MLILAB
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
thanhdowork
 
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
ydteq
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Sreedhar Chowdam
 
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
AJAYKUMARPUND1
 
DESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docxDESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docx
FluxPrime1
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
zwunae
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
Robbie Edward Sayers
 
weather web application report.pdf
weather web application report.pdfweather web application report.pdf
weather web application report.pdf
Pratik Pawar
 

Recently uploaded (20)

AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdfAKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
 
Hierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power SystemHierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power System
 
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxCFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
 
Investor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptxInvestor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptx
 
Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
 
Water Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdfWater Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdf
 
WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234
 
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdf
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdfGoverning Equations for Fundamental Aerodynamics_Anderson2010.pdf
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdf
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
 
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
 
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
 
DESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docxDESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docx
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
 
weather web application report.pdf
weather web application report.pdfweather web application report.pdf
weather web application report.pdf
 

13_CES_DO-178B.pdf

  • 1. Budapest University of Technology and Economics Department of Measurement and Information Systems Standards in Avionics System Development (Overview on DO-178B) Ákos Horváth Dept. of Measurement and Information Systems
  • 2. Abstract  DO-178B (and DO-278) are used to assure safety of avionics software. These documents provide guidance in the areas of SW development, configuration management, verification and the interface to approval authorities (e.g., FAA, EASA) 2
  • 3. Agenda  Introduction to DO-178B  System Aspects  Software Lifecycle Management  Certification Artifacts and Techniques  Future: DO-178C 3
  • 4. Overview  DO-178B - Software Considerations in Airborne Systems and Equipment Certification  Standard of RTCA Incorporation (in Europe it is ED- 12B and standard of EUROCAE)  Represents the avionics industry consensus to ensure software safety  Acceptable by FAA and EASA certification authorities  „The FAA and the civil aviation community recognize RTCA’S DO-178B as an acceptable means of compliance to the FAA regulations for SW aspects of certification.” 4
  • 5. History of avionics SW complexity 5 0 50 100 150 200 250 300 350 400 MIPS LOC Mbyte/10 Digital links A-310 (1983) A-320 (1988) A-340 (1993) Exponential Growth Both A380 and B 787 have 100’s of millions LOC Ref: Subra de Salafa and Paquier
  • 6. History  DO-178 in 1982 o Basic concepts of SW design assurance o Three levels of SW safety  DO-178A in 1985 o Concentrates on testing and configuration management  DO-178B in 1992 o Five levels of SW safety o From Testing focus  requirement-based  DO-278 in 2002 o Interprets DO-178B to ground and space based-systems  DO-178C in 2012 o Incorporates modern SW development and analysis techniques 6
  • 7. DO178B Document Structure 7 SW Life Cycle Process System Aspects Relating To Software Development (Sec 2.) Overview of Aircraft and Engine Certification (Sec. 10.) Integral Process SW Verification (Sec. 6.) SW Configuration Mgt (Sec. 7.) SW Quality Assurance (Sec. 8.) Ceritfication Liasison (Sec. 9.) SW Life Cycle (Sec. 3.) SW Planning (Sec. 4.) SW Development (Sec. 5.) SW Life Cycle Data(Sec. 11.) Additional Considration (Sec. 12.) ANNEX A & B (FAA checklists) Appendices
  • 8. Software Levels in DO-178B  Different failure conditions require different software conditions  5 levels 8
  • 9. Examples DO-178B Safety Levels  Safety-Critical Levels C&D o Anti-missile defense o Data mining o Health monitoring o Mission planning and implementation o Mission simulation and training o Network-centric operation o Real-time data recording and analysis o Self-healing communication networks o Telemetry o Weapons targeting  Safety-Critical Levels A&B o Fly-by-wire controls o Auto-pilot o Air-traffic Separation Control o Glass Cockpit Information Display o Radar o Jet Engine Control o IFF (friend or foe) o Missile guidance o Missile launch o Missile self-destruct 9
  • 10. Objectives for Safety Levels 10  Different levels of safety requires different objectives to be fulfilled o e.g., Level A 66, Level B 65  Defined by 10 tables in ANNEX A  Example: Table A-6 Objective 3. Objective Applicability by SW Level Output Control Category by SW Level Description Ref A B C D Descriptions Ref. A B C D Executable Object Code compiles with low-level requirements 6.4.2.1. 6.4.3. ●●○ Software Verification Cases and Procedures Software Verification Results 11.13 11.14 1 2 1 2 2 2
  • 11. Objectives for Safety Levels 11  Different levels of safety requires different objectives to be fulfilled o e.g., Level A 66, Level B 65  Defined by 10 tables in ANNEX A  Example: Table A-6 Objective 3. Objective Applicability by SW Level Output Control Category by SW Level Description Ref A B C D Descriptions Ref. A B C D Executable Object Code compiles with low-level requirements 6.4.2.1. 6.4.3. ●●○ Software Verification Cases and Procedures Software Verification Results 11.13 11.14 1 2 1 2 2 2 Independence is required (full means yes) How to store the evidence
  • 12. Objectives Distribution in DO-178B 12 0 5 10 15 20 25 30 35 40 45 Planning Dev. Verif. CM QA Cert. Level A (66) Level B (65) Level C (57) Level D (28)
  • 13. Objectives Distribution in DO-178B 13 0 5 10 15 20 25 30 35 40 45 Planning Dev. Verif. CM QA Cert. Level A (66) Level B (65) Level C (57) Level D (28) Statement Coverage is required (the only obj. difference) Not just testing  assuring the correctness (reviews, testing and analysis)
  • 14. Agenda  Introduction to DO-178B  System Aspects  Software Lifecycle Management  Certification Artifacts and Techniques  Future: DO-178C 14
  • 17. System Aspects and System Safety  System requirements „have to be trusted”  start all over if changed  Failure Condition Categories (Catastrophic, major, etc.)  System Safety Assessment based on SAE ARP 4761 o Fault Tree Analysis, Dependence Diagram, Markov Analysis, Failure mode and Effect analysis, Common Cause and mode Analysis, etc.  SW requirements derived from System requirements  however, certain SW requirements can have impact on System requirements! 17
  • 18. SW Safety  SW Safety level based on potential failure conditions o Level A  „failure in the SW would result in catastrophic failure condition the aircraft”  DO-178B defines the interface with the systems  DO-178B software classes o User-modifiable software • Entertainment software o Option-selectable software • Cartography software o Commercial Off-The-Shelf software • RTOS o Field-Loadable software • Maintenance software 18
  • 19. Agenda  Introduction to DO-178B  System Aspects  Software Lifecycle Management o Planning o Development  Certification Artifacts and Techniques  Future: DO-178C 19
  • 20. Software Life Cycle  Planning should proceed all development activity  Four building blocks : o Define Requirements (R) o Design the program (D) o Code the program (C) o Integrate the program (I)  Allows various development sequences 20 Example processes: R-D-C-I  Waterfall R-C-I-C-I-C-I-R-D-C-I  Rapid prototyping R-I  Previous designed SW
  • 21. The plans  Five different plans o SW Development Plan o SW Verification Plan o SW Quality Assurance Plan o SW Configuration Plan o SW Aspects of Certification  Verification, management, quality assurance and certification are overlaid on the defined development process 21
  • 22. Software Planning  Transition criteria o „the minimum conditions, as defined by the software planning process, to be satisfied to enter a process” o Tells when you are done and can proceed o Good characteristics: quantifiable, documented   Additional considerations o COTS o Previously developed components  Environments o Methods and notations o Language with any constraints o Development and verification tools 22
  • 23. Software Planning  SW development standards o SW requirements standard • Language to be used (e.g., plain 500 English) o SW design standards • Complexity limits, exclusion of recursion, dynamic memory allocation o SW Code standards • Syntax, semantics and constraints 23
  • 24. SW Development 24  High-Level requirements o Based on system analysis and safety assessment o Black-box view of the software component o System level considerations o Functional requirements by mode of operation o Performance criteria o Timing requirements o Memory size constraints o HW and SW interfaces
  • 25. SW Development 25  Low-Level requirements and Software Architecture o SW requirements o Derived from High-Level requirements o Design constraints • Task allocation • Algorithms • Data Structures o Input/output definitions o Data and Control flows o Resource management and scheduling (e.g., partition scheduling in ARINC 653) o Design Methods
  • 26. SW Development 26  Source Code o Usually collection of „high- level” language and assembly o Includes linker files, compile commands etc.  Executable o Completely target computer specific o „machine readable”  Final output is the integrated system on the target platform
  • 27. Agenda  Introduction to DO-178B  System Aspects  Software Lifecycle Management  Certification Artifacts and Techniques o Verification o Configuration Management o Quality Assurance o Certification/Approval Liaison  Future: DO-178C 27
  • 28. Integral Process - Verification  Two purposes o Demonstrate intended function o Demonstrate (to the extent possible) the absence of unintended function  Consists of o Reviews o Analysis o Testing  Important: The FAA or EASA representative needs to accept all part of the verification process. (e.g., test cases) 28
  • 29. Integral Process - Verification  Reviews o Qualitative assessment of the process or product o Typical implementation: checklist o Applied on all SW Development process step (HLR, LLR, SA, SC, Test cases, etc.)  Analysis o Provide repeatable evidence of correctness o Typical implementation: timing, stack analysis, data flow and call-tree 29
  • 30. Traceability DO-178B  Through the complete product life-cycle (30+ years)  From requirements to byte code (Level A)  Essential for maintainability  Back-annotation of errors  Typical implementation: o Excel  o Rational RequisitePro o Rational Doors  Code generators usually gives extensive support  Hard in case of multiple development tools REQ_HLR_SAFE_4_3_2_12: The take-off angle cannot be more than 55° REQ_LLR_TOM_3_67: in the eps_line method the calculated s1 variable represents the angle of attack Traceability
  • 31. Integral Process – Verification Software Testing 32
  • 32. Integral Process – Verification Software Testing  Categories of Tests o Normal range o Robustness (abnormal range)  Typical approaches o Equivalence Classes and Boundary Values o Multiple Iteration testing for time related functions o Testing State Transitions o Initialization with abnormal conditions o Failure modes of input data o Boundary values in loops, protection mechanisms 33
  • 33. Integral Process – Verification Software Testing  Structural Coverage o Determine what software structure were not exercised  Levels: o Decision Coverage o Statement Coverage o Modified Decision Condition Coverage (MCDC) • Each decision tries every possible outcome • Each condition in a decision takes on every possible outcome • Each entry and exit point is invoked • Each condition in a decision is shown to independently affect the outcome of the decision  Gaps o Complier induced code (e.g., array bound checks) o Deactivated code o Dead code  Performed on source code, o except Level A • Correspondence must be shown • Complier optimization can introduce new code  In addition, coverage of data and control coupling is required 34
  • 34. Integral Process – Verification Software Testing # A B C Foo Executed 1 0 0 0 NO 2 0 0 1 NO 3 0 1 0 NO 4 0 1 1 YES 5 1 0 0 NO 6 1 0 1 YES 7 1 1 0 NO 8 1 1 1 YES Coverage Type Minimum # of Test Cases Possible Combinations Statement 1 4 or 6 or 8 IF(C AND( A OR B)) THEN Foo();  Statement Coverage (SC) Level C o Each statement is executed at least once statement
  • 35. Integral Process – Verification Software Testing # A B C Foo Executed 1 0 0 0 NO 2 0 0 1 NO 3 0 1 0 NO 4 0 1 1 YES 5 1 0 0 NO 6 1 0 1 YES 7 1 1 0 NO 8 1 1 1 YES Coverage Type Minimum # of Test Cases Possible Combinations Statement 1 4 or 6 or 8 Decision 2 4 or 6 or 8 + Any NO IF(C AND( A OR B)) THEN Foo();  Decision Condition Coverage (DC) Level B o Each decision tries every possible outcome o Each entry and exit point is invoke decision
  • 36. Integral Process – Verification Software Testing # A B C Foo Executed 1 0 0 0 NO 2 0 0 1 NO 3 0 1 0 NO 4 0 1 1 YES 5 1 0 0 NO 6 1 0 1 YES 7 1 1 0 NO 8 1 1 1 YES Coverage Type Minimum # of Test Cases Possible Combinations Statement 1 4 or 6 or 8 Decision 2 4 or 6 or 8 + Any NO MCDC 4 2,3,4, and 6 OR 2,4,5 and 6 IF(C AND( A OR B)) THEN Foo();  Modified Decision Condition Coverage (MCDC) Level A o Each decision tries every possible outcome o Each condition in a decision takes on every possible outcome o Each entry and exit point is invoked o Each condition in a decision is shown to independently affect the outcome of the decision condition
  • 37. Integral Process – Certification/Approval Liaison  Communication between application developer and certification authority  Proposes compliance and obtain agreement on the plan  Software Accomplishment Summary o Covers all areas o Legal issues also (if something goes wrong the developer is responsible!) 42
  • 38. Development Tool SW Development Tools(DO-178B)  Software Development Tools o Can introduce errors into the final system o Same objectives as the development process  verified on the same level as the developed application! o E.g., Scade Suite, Matlab Stateflow, Wind River Diab compiler
  • 39. Development Tool V&V tools (DO-178B)  Software Verification Tools o Can only fail to detect errors o Tool operation req. Must be satisfied under normal operating conditions o e.g., static source code analyzer ASTRÉE, CAVEAT
  • 40. Agenda  Introduction to DO-178B  System Aspects  Software Lifecycle Management  Certification Artifacts and Techniques  Future: DO-178C 46
  • 41. DO-178C  DO-178C - Software Considerations in Airborne Systems and Equipment Certification  Awaited in 2011  New certification for avionics software development  Incorporates ”novel” development and verification techniques  Core is almost the same as DO-178B but  Dedicated subgroups o SG3: Tool Qualification o SG4: Model Based Design and Verification o SG5: Object-Oriented Technology o SG6: Formal Methods 47
  • 42. DO-178C  Object Oriented Technology o C++ and Ada o Safety Critical Java o Restricted use (deterministic behavior)  Tool Qualification o Special rules for tools o More than two categories  Model Based Design and Verification o Use of models for source code synthesis and verification o Early model based validation o Matlab Simulink (already used), AADL o Largest and most cumbersome subgroup  48
  • 43. DO-178C  Formal methods o Already used in many projects o Mature technologies available o Defines how certification credits can be earned by its use o Can be part of the Development process o Typical tools • Model checker • Static code analyzers • Theorem provers (only in limited scenarios) 49