Rinse and soak the black-eyed peas overnight.
In a large pot, cook the bacon until crispy, then remove and set aside.
Add diced onions to the pot with bacon fat and sauté until translucent.
Stir in minced garlic and cook for an additional minute.
Add the sausage to the pot and cook until browned.
Drain and add the soaked black-eyed peas to the pot along with chicken broth.
Stir in smoked paprika, and season with salt and pepper.
Bring to a boil, then lower the heat and simmer for about one hour until peas are tender.
Crumble the reserved bacon, and stir it back into the pot before serving.