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Routing Protocol Comparison for 6LoWPAN Ki-Hyung Kim (Ajou University) and S. Daniel Park (SAMSUNG Electronics) 6LoWPAN WG, IETF64, Vancouver

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Page 1: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

Routing Protocol Comparisonfor 6LoWPAN

Ki-Hyung Kim (Ajou University) and S. Daniel Park (SAMSUNG Electronics)

6LoWPAN WG, IETF64, Vancouver

Page 2: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

2Interoperability – IETF64 - Vancouver07 Nov 2005

Contents

6LoWPAN Ad Hoc On-Demand Distance Vector Routing (LOAD) draft-daniel-6lowpan-load-adhoc-routing-01.txt

Route Error Reporting Schemes Dynamic MANET On-demand for 6LoWPAN (DYM

O-low) Routing draft-montenegro-6lowpan-dymo-low-routing-00.

txt Comparison of routing protocols for 6lowpan Interoperability Issues with external IPv6 networks

Page 3: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

3Interoperability – IETF64 - Vancouver07 Nov 2005

Mesh Routing underneath to IPv6 Layer

PHY

802.15.4 MAC

Adaptation

IPv6

Transport

Application

PHY

802.15.4 MAC

Adaptation

IPv6

Transport

Application

PHY

802.15.4 MAC

Adaptation

IPv6

Transport

Application

Page 4: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

4Interoperability – IETF64 - Vancouver07 Nov 2005

Inter-PAN Routing Protocol LOAD is an Interworking Routing Protocol for a PAN of Multi

ple PANs Furthermore, LOAD supports for Internet of PANS (i.e. Sea

mless All IP-based Wired Networks and Wireless PANs)

Page 5: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

6LoWPAN Ad Hoc On-Demand Distance Vector Routing (LOAD)

Ki-Hyung Kim (Ajou Univ),S. Daniel Park (SAMSUNG Electronics)G. Montenegro (Microsoft Corporation)

S. Yoo (Ajou Univ)

(draft-daniel-6lowpan-load-adhoc-routing-01.txt)

Page 6: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

6Interoperability – IETF64 - Vancouver07 Nov 2005

Introduction

6LoWPAN Ad hoc Routing Protocol (LOAD) is a simplified on-demand routing protocol based on AODV[RFC3561] for 6LoWPAN

Change-Log This draft (01) is the merged version of draft-daniel-6lowpan-load-adhoc-routing-00.txt draft-montenegro-lowpan-aodv-00.txt

Page 7: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

7Interoperability – IETF64 - Vancouver07 Nov 2005

Main Features of LOAD Use EUI-64 or 16 bit addresses Use broadcast in the route discovery Do not use the destination sequence number Only destination Replies to RREQ by RREP Do not use the local repair Report back to the originator by RERR upon a link break

Do not maintain the precursorlist Send RERR only to the originator of the data which caused the link

break Use the route cost by utilizing the LQI of the 6LoWPAN PH

Y Allow multiple schemes such as hop counts, aggregated LQI values,

and minimum LQI value along a route Use the Acknowledged transmission option for keeping the

connectivity of a route (Does not use HELLO) Maintains two tables: Route Request table, Routing table

Page 8: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

8Interoperability – IETF64 - Vancouver07 Nov 2005

Route Request (RREQ) MessageLOAD:

AODV:

Page 9: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

9Interoperability – IETF64 - Vancouver07 Nov 2005

Route Reply (RREP) MessageLOAD:

AODV:

Page 10: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

10Interoperability – IETF64 - Vancouver07 Nov 2005

Route Error (RERR) MessageLOAD:

AODV:

Page 11: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

Route Error Reporting Schemes

Page 12: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

12Interoperability – IETF64 - Vancouver07 Nov 2005

AODV Utilize Precursorlist to reach the originators

LOAD Does not use precursorlist -- to reduce the overhead of

RERR processing Use the originator address of data packets

If the future revision of the format document allows the source address for multihop packets

Maintain symmetric forward and backward route on intermediatenodes

Does not allow local repair Unicast one-hop back propagation when there is no way

to know the route to the originator

RERR Back Propagation

Page 13: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

13Interoperability – IETF64 - Vancouver07 Nov 2005

Handling of Link Breaks in AODV Local Repair Precursorlist for RERR delivery

D

S1

S2

S3

a

b

c

e f

Dest NH HC Precursorlist

D f 2 a,b,c

Routing Table of e

g

Page 14: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

14Interoperability – IETF64 - Vancouver07 Nov 2005

Handling of Link Breaks in LOAD Solution 1)

Utilize the source address of data packet to send RERR to the originator (without precursorlist)

Node on an active route keeps a reverse route entry for sending RERR to the originator

D

S1

S2

S3

a

b

c

e f

g

Page 15: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

15Interoperability – IETF64 - Vancouver07 Nov 2005

Handling of Link Breaks in LOAD (2)

Solution 2) Unicast RERR back only to the previous hop nod

e

D

l

m

n

a

b

c

e f

gS1

S2

S3 Data packet

RERR

Page 16: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

16Interoperability – IETF64 - Vancouver07 Nov 2005

Handling of Link Breaks in LOAD (3)

Solution 3) Broadcast RERR back by utilizing Routing table

entries

Page 17: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

17Interoperability – IETF64 - Vancouver07 Nov 2005

End-to-End Delay

Page 18: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

18Interoperability – IETF64 - Vancouver07 Nov 2005

Throughput

Page 19: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

19Interoperability – IETF64 - Vancouver07 Nov 2005

Delivery Ratio

Page 20: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

Dynamic MANET On-demand for6LoWPAN (DYMO-low) Routing

Ki-Hyung Kim, (Ajou University)G. Montenegro(Microsoft Corporation)S. Daniel Park (SAMSUNG Electronics)I. Chakeres (Boeing Phantom Works)

S. Yoo(Ajou University)

draft-montenegro-6lowpan-dymo-low-routing-00.txt

Page 21: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

21Interoperability – IETF64 - Vancouver07 Nov 2005

Simplification from DYMO

Obviates UERR (Unsupported Element Error) DYMOcast is mapped as broadcast No path accumulation

Only one Routing Block (RBlock)

Only the final destination responds Allow Multiple Routing Elements (RE)

Possibly reduce the number of control messages by aggregation

Limit on the number of control message Inserted the Error Code field into RERR Utilize LQI for route cost calculation Do not use HELLO message and Sequence Number

Page 22: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

22Interoperability – IETF64 - Vancouver07 Nov 2005

Generic Element Structure

DYMO:

DYMO-low:

Page 23: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

23Interoperability – IETF64 - Vancouver07 Nov 2005

Routing Element (RE)

DYMO:

DYMO-low:

Page 24: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

24Interoperability – IETF64 - Vancouver07 Nov 2005

Routing Block (RBlock)

DYMO:

DYMO-low:

Page 25: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

25Interoperability – IETF64 - Vancouver07 Nov 2005

Route Error (RERR)

DYMO:

DYMO-low:

Page 26: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

26Interoperability – IETF64 - Vancouver07 Nov 2005

Comparison of Routing Protocols for 6lowpan

MobileMobile/StaticMobileMobileMobile/Stati

cMobile/Stati

cMobility

No Use

Use

Low

Low

No Use

No Use

Opt

No Use

No Use

No Use

Use

LOAD

Use

Use

Low

Low

No Use

No Use

Opt

No Use

No Use

Use

Use

DYMO-low

No Use

Opt

Low

Low

Use

No Use

No Use

No Use

No Use

No Use

Use

ZigBee

No Use

No

Low

Low

No Use

No Use

Use

No Use

No Use

Use

Use

TinyAODV

No UseNo UseControl PacketAggregation

NoOptLink-layer feedback

LowHighMemory Usage

LowHighEnergy Usage

No UseUseLocal repair

No UseUseHello messages

No UseUseHop count

No UseUseGratuitous RREP

No UseUsePrecursor lists

No UseUseSequence number

No UseUseRERR Message

AODVjrAODV

Page 27: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

27Interoperability – IETF64 - Vancouver07 Nov 2005

Interoperability with Internet

How can we route traffic to the external IPv6network? Allow different IPv6 Prefixes on WPANs?

If 6lowpan allows inter-PAN routing, this isn’t enough for identifying outbound traffic to external IPv6 network

Use of default GW? Add 1 bit flag(E) in the Adaptation layer format for ide

ntifying outbound traffic to external IPv6 networks FFDs forward those packets(E=1) to the default GW.

GW MAY advertise itself periodically

Page 28: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

28Interoperability – IETF64 - Vancouver07 Nov 2005

Handling outbound traffic to external IPv6 networks

IPv6 prefix=0x6 IPv6 prefix=0x7

GW

IPv6

Data(E=1)

Page 29: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

29Interoperability – IETF64 - Vancouver07 Nov 2005

Open Issues

Considering the route cost Leave the route cost to be the implementation is

sues? Parameters: Hop counts, LQI, remaining energy of no

des, etc.

Use of the 16bit address/EUI-64 address Routing scalability

Limit the size of the 6lowpan? Interoperability with Internet – Default Router

Page 30: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

6LoWPAN Evaluation Results

Ki-Hyung Kim (Ajou University) and S. Daniel Park (SAMSUNG Electronics)

6LoWPAN WG, IETF64, Vancouver

Page 31: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

31Interoperability – IETF64 - Vancouver07 Nov 2005

Contents

Realization Platform Implementation of 6lowpan Implemented Protocol Stack Preliminary Evaluation Results for Implementatio

n Simulation model of 6lowpan on NS-2

Preliminary Simulation Results Hierarchical Routing Protocol (HiLow) Simple Service Location Protocol (SSLP)

Page 32: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

32Interoperability – IETF64 - Vancouver07 Nov 2005

Realization Platform

Hardware Platform Custom built protototype referenced from c

c2420dbk of Chipcon MCU: AVR Atmega128L, MAC: Chipcon C

C2420

Implemented Protocols draft-ietf-6lowpan-format draft-daniel-6lowpan-load-adhoc-routing draft-daniel-6lowpan-hilow-hierarchical-rou

ting

Currently Implementing draft-daniel-6lowpan-sslp draft-montenegro-6lowpan-dymo-low-routi

ng

Page 33: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

33Interoperability – IETF64 - Vancouver07 Nov 2005

Protocol Stack

IEEE 802.15.4 PHY

IEEE 802.15.4 MAC

IPv6

Transport (UDP)

6Lowpan Specific Application (Socket Interface)(ex. SSLP, Serial port interface applications)

LOAD/DYMO-low

HiLowFrag./Reassembly

Adtl Formatting

Adaptation

Mgmt

Page 34: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

34Interoperability – IETF64 - Vancouver07 Nov 2005

Testbed Setup

Page 35: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

35Interoperability – IETF64 - Vancouver07 Nov 2005

Topologies for Evaluation Topology 1:

Varying # Nodes (3, 6, 9, 12)

Topology 2: Varying # Nodes (4,6,8,10,12)

Page 36: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

36Interoperability – IETF64 - Vancouver07 Nov 2005

Delivery Ratio for Topology 1

Page 37: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

37Interoperability – IETF64 - Vancouver07 Nov 2005

Delivery Ratio for Topology 2

Page 38: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

38Interoperability – IETF64 - Vancouver07 Nov 2005

Num. of RERRs for Topology 2

Page 39: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

39Interoperability – IETF64 - Vancouver07 Nov 2005

Simulation Framework

Implements LOAD by NS-2 Uses IEEE 802.15.4 MAC by CUNY Topology

7x7 Grid 7 Sources 1 Destination

Page 40: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

40Interoperability – IETF64 - Vancouver07 Nov 2005

Delivery Ratio

Page 41: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

41Interoperability – IETF64 - Vancouver07 Nov 2005

Generated RERRs

Page 42: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

42Interoperability – IETF64 - Vancouver07 Nov 2005

Dynamic Assignment of Short Address (HiLow) No Depth Limitation of trees

The only parameter is MC: Maximum number of Children Efficient for gradually incremental networks

5

1

0

2 3 4

6 7 8 19 20

69 70 71 72

Page 43: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

43Interoperability – IETF64 - Vancouver07 Nov 2005

Hierarchical Routing (HiLow)

No need of routing tables

5

1

0

2 3 4

6 7 8 19 20

69 70 71 72

S

D

Page 44: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

44Interoperability – IETF64 - Vancouver07 Nov 2005

Routing Algorithm for HiLow

If C is the member of SA: The next hop node is AA(DC+1, D).

If C is the member of SD: The next hop node is AA(DC-1, C).

Otherwise: The next hop node is AA(DC-1, C).

, Where AA (D, k) : the address of the ascendant node of depthD of the node k

SA, SD: Sets of ascendant nodes and descendant nodesC: Current node

Page 45: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

45Interoperability – IETF64 - Vancouver07 Nov 2005

Simple Service Location Protocol(SSLP) When 6lowpan nodes come in close proximity, they need to

locate one another and services in proximity Related Works

SLPv2 in Internet SSDP(Simple Service Discovery Protocol) of UPnP Jini

These are not suitable for 6lowpan Limited packet size Limited processing power Dynamic nature of network topology

SSLP Provides mechanisms for locating services and peer nodes in proxi

mity Interoperates with SLPv2 on Internet

Page 46: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

46Interoperability – IETF64 - Vancouver07 Nov 2005

SSLP Header Format (1)

SSLP General Header

Message Type Abbreviation Msg-ID Service Request SREQ 1 Service Reply SREP 2 Service Registration SREG 3 Service Deregistration SDER 4 Service Acknowledge SACK 5 DA Advertisement DADV 6 SA Advertisement SADV 7

Page 47: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

47Interoperability – IETF64 - Vancouver07 Nov 2005

SSLP Header Format(2)

Service Request:

Service Reply:

Page 48: Routing Protocol Comparison for 6LoWPAN · PDF fileRouting Protocol Comparison for 6LoWPAN Ki-Hyung Kim ... s a simplified on-demand routing protocol ba sed on AODV[RFC3561] for 6LoWPAN

48Interoperability – IETF64 - Vancouver07 Nov 2005

Next steps

Feedback is welcome Any comments/suggestions?