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State of the Practice: Development of Implantable Medical Devices

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Software in Safety Critical Systems Meeting State of the Practice: Development of Implantable Medical Devices System Context Implantable Defibrillator / Pacemaker ... – PowerPoint PPT presentation

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Title: State of the Practice: Development of Implantable Medical Devices


1
State of the Practice Development of
Implantable Medical Devices
Software in Safety Critical Systems Meeting
2
System Context
  • Implantable Defibrillator / Pacemaker
  • Monitors heart rhythms
  • Controls pacing or shock therapy
  • Collects patient and device diagnostics
  • Leads
  • Connects sensors
  • Delivers therapy
  • PC based Programmer
  • Main user interface
  • Configures defibrillator / pacemaker
  • Retrieves and displays data

3
Defibrillator / Pacemaker Context
  • Constraints
  • Size
  • 24 cc total
  • 7 cc battery, 6 cc output capacitor
  • 11 cc control electronics and connectors
  • Power
  • 1500 mAH battery, 7 year longevity
  • 28 µa average current drain
  • System metrics
  • 2,783,000 custom transistors
  • 33,000,000 OTS transistors
  • 30 KLOC full function
  • 3 KLOC limited function safety core

4
Regulatory Context
  • World wide
  • FDA in USA
  • CE Mark in Europe
  • Various country dependent agencies (example,
    Japan)
  • Standards
  • EN 1441, Medical Devices - Risk Analysis (ISO/DIS
    14971 Risk Management)
  • IEC 61508-3, Functional Safety of Electrical /
    Electronic / Programmable Electronic
    Safety-Related Systems - Software Requirements
  • IEC 60601-1-4, Medical Electrical Equipment
    Part 1 General Requirements for Safety, 4 Safety
    Requirements for Programmable Electronic Medical
    Systems
  • FDA Guidance, Medical Device Use-Safety
    Incorporating Human Factors Engineering into Risk
    Management
  • AAMI HE 48, Human Factors Engineering
  • AAMI SW68, Medical device software - Software
    Life Cycle Processes
  • ISO 12207, Information Technology - Software Life
    Cycle Process
  • FDA Draft Guidance, General Principles of
    Software Validation 
  • FDA Guidance for Off-the-Shelf Software Use in
    Medical Devices
  • FDA Guidance for the Content of Premarket
    Submissions for Software Contained in Medical
    Devices

5
Development Methodology
  • Modified Waterfall development methodology
  • Concept
  • Requirements
  • Design
  • Implementation
  • Validation
  • Modified with feedback loops

6
Safety Advocate
  • Role
  • Plan and maintain the safety case
  • Perform or coordinate the various risk analyses
  • Analyze and resolve safety issues through life
    cycle
  • Monitor development with safety perspective
  • Review field reliability feedback

7
Product Development Model
PG Design
Elect.Design
Mech.Design
FW Design
FWImplementation
Elect.Implementation
Mech.Implementation
8
PG Model
Add Statecharts
Activities/Features
PG Design Model (in DOME)
PG Reference Architecture
9
Requirements Phase
  • PG system models
  • System Requirements Model
  • Statemate Magnum by I-Logix, Inc.
  • Event driven behavioral view (Harel Statecharts)
  • Hierarchy identical to architecture view
  • System Architecture Model
  • DOME (Domain Modeling Environment) by Honeywell,
    Inc.
  • Architecture view
  • Functional and structural decomposition
  • Captures
  • interfaces and hierarchy
  • Intent and rationale
  • Non-behavioral requirements
  • In-house tools
  • Merge DOME and Statemate information to produce
    document views

10
System Safety Requirements
  • Pervades model
  • Dedicated architecture activities
  • Safety core
  • Output monitors
  • Interface protocols
  • Arm, fire, and disarm sequences
  • Behavioral
  • Deadline timers
  • Non-functional
  • Interaction constraints (TBD behavioral?)

11
Architecture Goals
  • Get a handle on complexity
  • Identify interdependencies
  • Contain change
  • Minimize interdependencies
  • Provide extensibility to anticipated changes
  • Isolate platform specifics
  • Maximize reusability of requirements, tests,
    designs, implementations, tooling and other
    decisions
  • Establish key qualities of the system
  • Safety and Fault Tolerance
  • Testability

12
Safety Activity Map
13
Functional Failure Analysis (FFA)
  • Some system / software failure modes
  • Failing to perform a required function
  • Performing an unintended function
  • Getting the wrong answer
  • Issuing the wrong control instructions
  • Doing the right thing but under inappropriate
    conditions
  • Performing functions at the wrong time or in the
    wrong order
  • Failing to recognize a hazardous condition
    requiring corrective action
  • Producing the wrong response to a hazardous
    condition

14
Feedback Loop to system model
  • Fault Tree Analysis
  • Inputs
  • Development feedback
  • Lessons Learned Database
  • Problems discovered during development of other
    related products
  • Reliability feedback
  • Field data collected from returned product and
    customer complaints
  • Historical hazards database
  • Functional failure analysis
  • Outputs
  • Identify causes
  • Assign risk levels
  • Develop mitigations
  • Feedback into model

15
Peer Reviews / Walkthroughs
  • Peer reviews very effective (Boehm and Basili)
  • Undirected reviews catch 60 of defects
  • Perspective-based reviews catch 35 more defects
    than undirected reviews
  • Check List Targeting Safety (Lutz)
  • Contains 18 questions aimed at uncovering the two
    most common causes of safety-related errors
  • Inadequate interface requirements
  • Discrepancies between the documented requirements
    and the actual requirements

16
Design Phase
  • Architecture model decomposed at the leafs of the
    hierarchy into software and hardware activities
  • Corresponding state charts capture the behavior
    each activity

17
Hazard and Operability Analysis (HAZOPS)
  • Peer review of data and control flows using
    checklists and guide words
  • Examples omission, commission, early, late,
    value, none, part of
  • Also provides review for completeness of
    requirements

18
Tools
  • Relex
  • Supports FMECA and FTA
  • SAM 2000
  • Supports FFA, Event tree, FMECA, FTA and HAZOPS

19
Implementation Phase
  • What are the components of the implementation and
    how do they interact?
  • Computational activities threads, services,
    hardware, interrupt service routines
  • Communication interrupts, signals, messages,
    functions calls, parameters, return values,
    global variables, queues
  • Executive services scheduling, interrupt
    mapping, memory management, timeout handling,
    signal and message queues
  • Resources memory, semaphores, timers, static data

20
Fault response classes
  • Class 1 System reset if fault occurred within
    10 minutes of last system reset, additional
    response is to transfer operation to safety core
  • Class 2 System reset each time fault occurs
  • Class 3 No system reset

21
Rationale for resets as a response
  • Resets can be accomplished in 2-3 second time
    frame
  • System unavailability for this time is acceptable
  • Assumes transient fault first
  • An unexpected set of data has caused a sequence
    that enables a design fault or component failure.
  • Restart hardware and firmware state machines from
    a known state and retry with a new set of data
    (time redundancy)
  • If fault is not transient, operation is
    transferred to safety core (functional redundancy)

22
Use of Monitors
  • Safety Monitors
  • Excessive shocks
  • High voltage leakage
  • High rate pacing
  • Low rate pacing
  • Memory errors (SEU)
  • Wellness Monitors
  • Analog sensing (TBD)
  • Battery / Power supply
  • Beeper (TBD)
  • Critical support hardware
  • Data integrity
  • Deadline timers
  • Reed switch
  • HV capacitor
  • HV output switches
  • Memory and register access
  • Oscillator
  • Leads

23
Fault Tolerant Techniques used
  • Data redundancy
  • Time redundancy
  • Safety Kernel
  • Timing Deadlines

24
Safety Core
  • Strategy
  • Very limited functionality
  • Reduce potential exposure to faults
  • Current products use ROM based µP control
  • Working toward hardware based control
  • Pacemaker
  • Mostly hardware based, no programmability
  • Defibrillator
  • Uses common output hardware limited
    programmability

25
Safety Case
  • A safety case presents a clear, comprehensive and
    defensible argument supported by calculation and
    procedure that a system is acceptably safe to
    operate in a particular context.

26
Goal Structuring Notation (GSN)
  • Graphical approach to representing the entities
    and relationships used in a safety argument
  • Components
  • Goal a requirement, target, or constraint to be
    met by the system
  • Strategy a rule to be invoked in the solution of
    goals
  • Justification reason or evidence that supports a
    strategy
  • Constraint restricts the way in which goals can
    be solved
  • Context bounds the argument
  • Solution individual pieces of analysis,
    evidence, test results, references to design
    material, etc.

27
GSN Example
28
Q A
  • ?
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