An error occurred while opening the queue:Access is denied - MSMQ exce

There is good and very knowledgeable article of working with MSMQ and WCF from Tom Hollander's blog. Here is the link to start with. He had explain about creating and configuring MSMQ on IIS. This is my first attempt to start with MSMQ, everything...